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- Data acquisition (56)
- Geschwindigkeit (56)
- Development (55)
- Speed (55)
- injury) (55)
- Entwicklung (54)
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- Verletzung) (54)
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- Driving (veh) (38)
- Modification (38)
- Motorcyclist (38)
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- Motorway (38)
- Passives Sicherheitssystem (38)
- Pkw (38)
- Use (38)
- Education (37)
- Fahrerassistenzsystem (37)
- Prognose (37)
- Rechenmodell (37)
- Wirksamkeitsuntersuchung (37)
- Accident rate (36)
- Data bank (36)
- Erziehung (36)
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- Lorry (36)
- Mathematical model (36)
- Verkehrssteuerung (36)
- Belastung (35)
- Durability (35)
- Load (35)
- Organisation (35)
- Unfallhäufigkeit (35)
- Verkehrsstärke (35)
- Verminderung (35)
- Dauerhaftigkeit (34)
- Driver assistance system (34)
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- Traffic control (34)
- Urban area (34)
- Veränderung (34)
- Design (overall design) (33)
- Fahranfänger (33)
- Fernverkehrsstraße (33)
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- Verkehrserhebung (33)
- Child (32)
- Decrease (32)
- Frontalzusammenstoß (32)
- Kosten (32)
- Modell (32)
- Passive safety system (32)
- Recently qualified driver (32)
- Road network (32)
- Straßennetz (32)
- Vehicle occupant (32)
- Head on collision (31)
- Highway design (31)
- Lkw (31)
- Alte Leute (30)
- Condition survey (30)
- Cost (30)
- Impact test (veh) (30)
- Straßenentwurf (30)
- Zustandsbewertung (30)
- Accident reconstruction (29)
- Attitude (psychol) (29)
- Information (29)
- Old people (29)
- Skill (road user) (29)
- Surfacing (29)
- Traffic count (29)
- Active safety system (28)
- Driver training (28)
- Driving aptitude (28)
- Erste Hilfe (28)
- Jugendlicher (28)
- Knotenpunkt (28)
- Risikobewertung (28)
- Adolescent (27)
- Ausrüstung (27)
- Equipment (27)
- Gestaltung (27)
- Motorrad (27)
- Norm (tech) (27)
- Sachschaden (27)
- Verkehrsfluss (27)
- Administration (26)
- Aktives Sicherheitssystem (26)
- Concrete (26)
- Damage (26)
- Decke (Straße) (26)
- Einstellung (psychol) (26)
- Emission (26)
- Fahrausbildung (26)
- First aid (26)
- Legislation (26)
- Motorcycle (26)
- Risk assessment (26)
- Road construction (26)
- Straßenbau (26)
- Traffic concentration (26)
- Beton (25)
- Bituminous mixture (25)
- Gesetzgebung (25)
- Instandsetzung (25)
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- Layout (25)
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- Bearing capacity (24)
- Bituminöses Mischgut (24)
- Deformation (24)
- Numerisches Modell (24)
- Quality assurance (24)
- Qualitätssicherung (24)
- Tragfähigkeit (24)
- Verkehrsinfrastruktur (24)
- Verwaltung (24)
- Digital model (23)
- Festigkeit (23)
- Freeway (23)
- Maintenance (23)
- Model (not math) (23)
- Unterhaltung (23)
- Verformung (23)
- Construction (22)
- Fahrgeschicklichkeit (22)
- Forschungsarbeit (22)
- Lebenszyklus (22)
- Spannbeton (22)
- Specification (standard) (22)
- Database (21)
- Economic efficiency (21)
- PKW (21)
- Prestressed concrete (21)
- Strength (mater) (21)
- Wirtschaftlichkeit (21)
- Bau (20)
- Baustelle (20)
- Error (20)
- Fire (20)
- Information documentation (20)
- Kontrolle (20)
- Landstraße (20)
- Oberfläche (20)
- Sicherheitsgurt (20)
- Surface (20)
- Surveillance (20)
- Transport infrastructure (20)
- Verhütung (20)
- Anthropometric dummy (19)
- Cost benefit analysis (19)
- Head (19)
- Kopf (19)
- Life cycle (19)
- Rural road (19)
- Technologie (19)
- Technology (19)
- Water (19)
- Before and after study (18)
- Bindemittel (18)
- Binder (18)
- Construction site (18)
- Eigenschaft (18)
- Environment (18)
- Fehler (18)
- Grenzwert (18)
- Griffigkeit (18)
- Limit (18)
- Metal bridge (18)
- Organization (association) (18)
- Perception (18)
- Pollutant (18)
- Properties (18)
- Quality (18)
- Qualität (18)
- Safety belt (18)
- Seitlicher Zusammenstoß (18)
- Straßenverkehr (18)
- Temperatur (18)
- Temperature (18)
- Traffic lane (18)
- Verkehrsteilnehmer (18)
- Vorher Nachher Untersuchung (18)
- Wahrnehmung (18)
- Wasser (18)
- Betonstraße (Oberbau) (17)
- Biomechanics (17)
- Biomechanik (17)
- Cracking (17)
- Emergency (17)
- Fahrleistung (17)
- Notfall (17)
- Reinforcement (in mater) (17)
- Research project (17)
- Rigid pavement (17)
- Rissbildung (17)
- Road user (17)
- Side impact (17)
- Skidding resistance (17)
- Standardisierung (17)
- Straßenverkehrsrecht (17)
- Traffic regulations (17)
- Umwelt (17)
- Vehicle mile (17)
- Witterung (17)
- Age (16)
- Alter (16)
- Articulated vehicle (16)
- Bremsung (16)
- Experience (human) (16)
- Fahrstreifen (16)
- Fahrzeugsitz (16)
- Gelenkfahrzeug (16)
- Kapazität (Straße) (16)
- Medical aspects (16)
- Medizinische Gesichtspunkte (16)
- Reinforced concrete (16)
- Schutzhelm (16)
- Sensor (16)
- Standardization (16)
- Traffic restraint (16)
- Wirtschaftlichkeitsrechnung (16)
- Airbag (15)
- Bewehrung (15)
- Bitumen (15)
- Boden (15)
- Braking (15)
- Comprehension (15)
- Crash helmet (15)
- Detection (15)
- Drunkenness (15)
- Dummy (15)
- EU (15)
- Erfahrung (menschl) (15)
- Leg (human) (15)
- Lärm (15)
- Mobilität (15)
- Seat (veh) (15)
- Software (15)
- Soil (15)
- Stahlbeton (15)
- Stahlbrücke (15)
- Trunkenheit (15)
- Verkehrsbeschränkung (15)
- Weather (15)
- Air pollution (14)
- Auffahrunfall (14)
- Bicycle (14)
- Bus (14)
- Classification (14)
- Decision process (14)
- Entscheidungsprozess (14)
- Experimental road (14)
- Fahrrad (14)
- Fahrstabilität (14)
- International (14)
- Klassifizierung (14)
- Krankenhaus (14)
- Luftverunreinigung (14)
- Medizinische Untersuchung (14)
- Noise (14)
- Organization (14)
- Rear end collision (14)
- Schadstoff (14)
- Telematik (14)
- Vehicle handling (14)
- Baustoff (13)
- Bauwerk (13)
- Brustkorb (13)
- Communication (13)
- Droge (13)
- Drugs (13)
- Engineering structure (13)
- Expert opinion (13)
- Fahrtauglichkeit (13)
- Flexible pavement (13)
- Gutachten (13)
- Güterverkehr (13)
- Hospital (13)
- Human factor (13)
- Medical examination (13)
- Menschlicher Faktor (13)
- Messgerät (13)
- Mobility (13)
- Personal (13)
- Personnel (13)
- Psychologie (13)
- Psychology (13)
- Vereinigtes Königreich (13)
- Versuchsstrecke (13)
- Überschlagen (13)
- Aggregate (12)
- Apparatus (measuring) (12)
- Automatisch (12)
- Beam (12)
- Delivery vehicle (12)
- Driver information (12)
- Führerschein (12)
- Kommunikation (12)
- Laboratorium (12)
- Level of service (12)
- Lichtsignal (12)
- Material (constr) (12)
- Nachhaltige Entwicklung (12)
- Orthotropic plate (12)
- Stability (12)
- Sustainability (12)
- Telematics (12)
- Time (12)
- Traffic signal (12)
- Verkehrsqualität (12)
- Verständnis (12)
- Air bag (restraint system) (11)
- Asphaltstraße (Oberbau) (11)
- Austria (11)
- Bein (menschl) (11)
- Capacity (road, footway) (11)
- Carriageway marking (11)
- Datenverarbeitung (11)
- Deicing (11)
- Ermüdung (mater) (11)
- Fahrbahn (11)
- Fahrbahnmarkierung (11)
- Fahrerinformation (11)
- Fatigue (mater) (11)
- Feuer (11)
- Finite element method (11)
- Impact test (11)
- Interior (veh) (11)
- Japan (11)
- Krankheit (11)
- Oberflächentextur (11)
- Ort (Position) (11)
- Overturning (veh) (11)
- School (11)
- Schule (11)
- Sound (11)
- Standfestigkeit (11)
- Thorax (11)
- USA (11)
- Unfallschwerpunkt (11)
- Sichtbarkeit (11)
- Winter maintenance (11)
- Winterdienst (11)
- Zuschlagstoff (11)
- Österreich (11)
- Accident black spot (10)
- Aufmerksamkeit (10)
- Auftaumittel (10)
- Balken (10)
- Behinderter (10)
- Beinahe Unfall (10)
- Brand (10)
- Bremse (10)
- Chemical analysis (10)
- Chemische Analyse (10)
- Data processing (10)
- Digitale Bildverarbeitung (10)
- Driving (10)
- Driving test (10)
- Einsatzfahrzeug (10)
- Emergency vehicle (10)
- Fahreignung (10)
- Fahrprüfung (10)
- Fahrsimulator (10)
- Fahrzeuginnenraum (10)
- Feinstaub (10)
- Jahr (10)
- Location (10)
- Nacht (10)
- Near miss (10)
- Night (10)
- Nitrogen oxide (10)
- Occupation (10)
- Policy (10)
- Politik (10)
- Psychological aspects (10)
- Psychological examination (10)
- Psychologische Gesichtspunkte (10)
- Psychologische Untersuchung (10)
- Public transport (10)
- Publicity (10)
- Reaction (human) (10)
- Reaktionsverhalten (10)
- Residential area (10)
- Sample (stat) (10)
- Schall (10)
- Stadtplanung (10)
- Stichprobe (10)
- Town planning (10)
- Traffic density (10)
- United Kingdom (10)
- Verkehrszusammensetzung (10)
- Werbung (10)
- Wohngebiet (10)
- Zeit (10)
- Öffentlicher Verkehr (10)
- Adaptation (psychol) (9)
- Anpassung (psychol) (9)
- Antikollisionssystem (9)
- Attention (9)
- Blood alcohol content (9)
- Blutalkoholgehalt (9)
- Brake (9)
- Cement (9)
- Coefficient of friction (9)
- Cycle track (9)
- Detektion (9)
- Dynamics (9)
- Dynamik (9)
- Einbau (9)
- Eye movement (9)
- Front (9)
- Gemeindeverwaltung (9)
- Gesetzesübertretung (9)
- Highway traffic (9)
- Illness (9)
- Image processing (9)
- In situ (9)
- Konzentration (chem) (9)
- Kunststoff (9)
- Laboratory (not an organization) (9)
- Laying (9)
- Local authority (9)
- Manufacture (9)
- Particulate matter (9)
- Pavement (9)
- Pavement Management System (9)
- Probability (9)
- Radweg (9)
- Reibungsbeiwert (9)
- Road traffic (9)
- Schutzeinrichtung (9)
- Shear (9)
- Sichtbarkeit (9)
- Simulator (driving) (9)
- Steifigkeit (9)
- Stickoxid (9)
- Stiffness (9)
- Surface texture (9)
- Traffic composition (9)
- Traffic engineering (9)
- Verbundbrücke (9)
- Wahrscheinlichkeit (9)
- Wirbelsäule (9)
- Zement (9)
- Abbiegen (8)
- Anti locking device (8)
- Augenbewegungen (8)
- Automatic (8)
- Bend (road) (8)
- Berufsausübung (8)
- Bevölkerung (8)
- Blood (8)
- Blut (8)
- Bridge deck (8)
- CEN (8)
- Carriageway (8)
- Cervical vertebrae (8)
- Composite bridge (8)
- Concentration (chem) (8)
- Durchlässigkeit (8)
- Ebenheit (8)
- Ecobalance (8)
- Electronic stability program (8)
- Financing (8)
- Finanzierung (8)
- Fracture (bone) (8)
- Frau (8)
- Fuge (8)
- Geschichte (8)
- Government (national) (8)
- Halswirbel (8)
- Herstellung (8)
- History (8)
- Immission (8)
- Innenstadt (8)
- Intelligent transport system (8)
- Intelligentes Transportsystem (8)
- Joint (structural) (8)
- Knochenbruch (8)
- Leistungsfähigkeit (Fahrer) (8)
- Methode der finiten Elemente (8)
- Oberbau (8)
- Offence (8)
- Offender (8)
- Orthotrope Fahrbahntafel (8)
- Permeability (8)
- Personality (8)
- Persönlichkeit (8)
- Plastic material (8)
- Querschnitt (8)
- Rechtsübertreter (8)
- Rehabilitation (8)
- Reinforcement (gen) (8)
- Severity (acid (8)
- Straßenkurve (8)
- Stress (psychol) (8)
- Town centre (8)
- Vegetation (8)
- Vehicle regulations (8)
- Verarbeitbarkeit (8)
- Verkehrsablauf (8)
- Verkehrsuntersuchung (8)
- Verstärkung (allg) (8)
- Wearing course (8)
- Workability (8)
- Year (8)
- Ökobilanz (8)
- Abdichtung (7)
- Accompanied driving (7)
- Alignment (7)
- Antiblockiereinrichtung (7)
- Audit (7)
- Auftrag (7)
- Begleitetes Fahren (7)
- Betriebshof (7)
- Bruch (mech) (7)
- Brückenbelag (7)
- China (7)
- Collision avoidance system (7)
- Compliance (specif) (7)
- Continuous (7)
- Contract (7)
- Cross section (7)
- Deckschicht (7)
- Disabled person (7)
- Driving licence (7)
- Eins (7)
- Elektrofahrzeug (7)
- Elektronisches Stabilitätsprogramm (7)
- Entdeckung (7)
- Fahrbahntafel (7)
- France (7)
- Frankreich (7)
- Frequency (7)
- Führerschein Punktesystem (7)
- Geschwindigkeitsbeschränkung (7)
- Goods traffic (7)
- Interchange (7)
- Knee (human) (7)
- Kontinuierlich (7)
- Lieferfahrzeug (7)
- Linienführung (7)
- One (7)
- Optimum (7)
- Overtaking (7)
- Point demerit system (7)
- Pollution (7)
- Pollution concentration (7)
- Population (7)
- Rehabilitation (road user) (7)
- Reifen (7)
- Reproducibility (7)
- Reproduzierbarkeit (7)
- Retraining of drivers (7)
- Risk taking (7)
- Rückfalltäter (7)
- Safety fence (7)
- Sample (mater) (7)
- Seite (7)
- Spinal column (7)
- Spreading (7)
- Stahl (7)
- Steel (7)
- Stress (7)
- Traffic survey (7)
- Tragschicht (7)
- Tunnel lining (7)
- Tunnelauskleidung (7)
- Tyre (7)
- Verkehrsverflechtung (7)
- Waterproofing (7)
- Wear (7)
- Weight (7)
- Wet road (7)
- Winkel (7)
- Woman (7)
- Überholen (7)
- Activity report (6)
- Ageing (6)
- Angle (6)
- Annual average daily traffic (6)
- Anschlussstelle (6)
- Arbeitsgruppe (6)
- Arzneimittel (6)
- Asphaltoberbau (6)
- Auswahl (6)
- Bepflanzung (6)
- Bridge surfacing (6)
- Case law (6)
- Case study (6)
- Compaction (6)
- Compatibility (6)
- Contact (tyre road) (6)
- Defect (tech) (6)
- Deflection (6)
- Depot (transp) (6)
- Design (6)
- Distraction (6)
- Druck (6)
- Durchbiegung (6)
- Eindringung (6)
- Electric vehicle (6)
- Empfindlichkeit (6)
- Evakuierung (6)
- Evenness (6)
- Fahrernachschulung (6)
- Fahrzeugabstand (6)
- Failure (6)
- Fallstudie (6)
- Fiber reinforced concrete (6)
- Gas (6)
- Gesundheit (6)
- Health (6)
- Human body (6)
- Impact sled (6)
- Incident detection (6)
- India (6)
- Indien (6)
- Information management (6)
- JDTV (6)
- Knie (menschl) (6)
- Kompatibilität (6)
- Langfristig (6)
- Lenken (Fahrzeug) (6)
- Life-cycle (6)
- Long term (6)
- Mechanics (6)
- Mechanik (6)
- Medication (6)
- Menschlicher Körper (6)
- Merging traffic (6)
- Mittelwert (6)
- Nasse Straße (6)
- Network (traffic) (6)
- Nutzwertanalyse (6)
- Penetration (6)
- Platte (6)
- Portugal (6)
- Post crash (6)
- Pressure (6)
- Provisorisch (6)
- Quer (6)
- Rechtsprechung (6)
- Recidivist (6)
- Recycling (6)
- Roadbase (6)
- Schutz (6)
- Selection (6)
- Sensitivity (6)
- Shock (6)
- Slab (6)
- Speed limit (6)
- Spurrinne (6)
- Steering (process) (6)
- Straßenverkehrstechnik (6)
- Tag (24 Stunden) (6)
- Technische Vorschriften (Kraftfahrzeug) (6)
- Temporary (6)
- Theorie (6)
- Theory (6)
- Transverse (6)
- Trend (stat) (6)
- Tätigkeitsbericht (6)
- Umweltschutz (6)
- Value analysis (6)
- Variable message sign (6)
- Vehicle spacing (6)
- Verdichtung (6)
- Verkehrsnetz (6)
- Verteilung (mater) (6)
- Vorn (6)
- Vorschrifteneinhaltung (6)
- Wechselverkehrszeichen (6)
- Welding (6)
- Windschutzscheibe (6)
- Working group (6)
- Zusammensetzung (6)
- Ablenkung (psychol) (5)
- Abnutzung (5)
- Absorption (5)
- Acceleration (5)
- Accessibility (5)
- Akzeptanz (5)
- Alcohol (5)
- Alkohol (5)
- Alterung (mater) (5)
- Analyse (Math) (5)
- Animal (5)
- Arbeitsbedingungen (5)
- Aufbereitungsanlage (5)
- Aufprallschlitten (5)
- Ausführungsfehler (5)
- Average (5)
- Ballungsgebiet (5)
- Bauweise (5)
- Beschichtung (5)
- Beschilderung (5)
- Beschleunigung (5)
- Betriebsverhalten (5)
- Bottleneck (5)
- Breite (5)
- Coach (5)
- Coating (5)
- Control (5)
- Conurbation (5)
- Correlation (math, stat) (5)
- Cycling (5)
- Deformable barrier (impact test) (5)
- Depth (5)
- Diffusion (5)
- Earthworks (5)
- Economics (5)
- Einfahrt (5)
- Eingabedaten (5)
- Emission control (5)
- Emissionskontrolle (5)
- Engpass (5)
- Erdarbeiten (5)
- Ergonomics (5)
- Ergonomie (5)
- Evacuation (5)
- Exhaust aftertreatment (5)
- Expert system (5)
- Expertensystem (5)
- Fahrtüchtigkeit (5)
- Fahrzeugrückhaltesystem (5)
- Faserbewehrter Beton (5)
- Fatigue (human) (5)
- Fleet of vehicles (5)
- Frequenz (5)
- Full depth asphalt pavement (5)
- Genauigkeit (5)
- Geschwindigkeitsminderung (bauliche Elemente) (5)
- Goods transport (5)
- Haftung (jur) (5)
- Hard shoulder (5)
- Heat (5)
- In service behavior (5)
- Incident management (5)
- Input data (5)
- Installation (5)
- Itinerary (5)
- Kleintransporter (5)
- Koordinierte Signalsteuerung (5)
- Korn (5)
- Korngestuftes Mineralgemisch (5)
- Layer (5)
- Length (5)
- Liability (5)
- Linked signals (5)
- Longitudinal (5)
- Man (5)
- Mann (5)
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Institut
- Sonstige (1109) (entfernen)
It has been pointed that most of the accidents on the roads are caused by driver faults, inattention and low performance. Therefore, future active safety systems are required to be aware of the driver status to be able to have preventative features. This probe study gives a system structure depending on multi-channel signal processing for three modules: Driver Identification, Route Recognition and Distraction Detection. The novelty lies in personalizing the route recognition and distraction detection systems according to particular driver with the help of driver identification system. The driver ID system also uses multiple modalities to verify the identity of the driver; therefore it can be applied to future smart cars working as car-keys. All the modules are tested using a separate data batch from the training sets using eight drivers" multi-channel driving signals, video and audio. The system was able to identify the driver with 100% accuracy using speech signals of length 30 sec or more and a frontal face image. After identifying the driver, the maneuver/ route recognition was achieved with 100% accuracy and the distraction detection had 72% accuracy in worst case. In overall, system is able to identify the driver, recognize the maneuver being performed at a particular time and able to detect driver distraction with reasonable accuracy.
This work describes the results of the experimental activity, illustrating the driving behavior observed in different conditions, relating them to the different methods of ADAS intervention and comparing the driver behavior without ADAS. In the present study, driver behavior was studied in road accidents involving elderly pedestrians, with different ADAS HMIs, as a base to develop a driver model in near missing pedestrian accidents. A literature research was conducted with the aim of finding out the main influencing factors, including environment, boundary conditions, configuration of impact, pedestrian and driver information, when pedestrian fatalities occur and an analysis of frequent road accidents was conducted to get more detailed information about the driver- behavior. In order to obtain more detailed information about pedestrian accidents, real road accidents were reconstructed with multibody simulations on PC-Crash and, by the comparison between literature findings and reconstructions, a generic accident scenario was defined. The generic accident scenario was implemented on the full scale dynamic driving simulator in use at the Laboratory for Safety and Traffic Accident Analysis (LaSIS, University of Florence, Italy) in order to analyse the driving behaviors of volunteers, also considering the influence of ADAS devices. Forty-five young volunteers were enrolled for this study, resulting in forty valid tests on different testing scenarios. Two different scenarios consisted in driving with or without ADAS in the vehicle. Different kinds of ADAS, acoustic and optical, with different time of intervention were tested in order to study the different reactions of the driver. The tests showed some interesting differences between driver's behavior when approaching the critical situation. Drivers with ADAS reacted earlier, but more slowly, depending also on the type of alarm, and often with double reaction when braking. In fact, the results of the activity showed that with ADAS intervention the time to collision (TTC) increases, but the reaction time and braking modality change: a) there is a sort of "latency" time between the accelerator pedal release and the brake pressure; b) the brake pressure is initially less intense. So the driver only partially takes advance from the TTC increase. These differences were valued not only qualitatively, but quantitatively as well. This work revealed to be useful to improve the knowledge of drivers" behavior, in order to realize a driver model that can be implemented to help attaining and assessing higher levels of automation through new technology.
Recent findings from real-world accident data have shown that fatality risks for pedestrians are substantially lower than generally reported in the traffic safety literature. One of the keys to this insight has been the large and random sample of car-to-pedestrian crashes available in the German In-Depth Accident Study (GIDAS). Another key factor has been the proper use of weight factors in order to adjust for outcome-based sampling bias in the accident data. However, a third factor, a priori of unknown importance, has not yet been properly analysed. This is the influence of errors in impact speed estimation. In this study, we derived a statistical model of the impact speed errors for pedestrian accidents present in the GIDAS database. The error model was then applied to investigate the effect of the estimation error on the pedestrian fatality risk as a function of car impact speed. To this end, we applied a method known as the SIMulation-EXtrapolation (SIMEX) method. It was found that the risk curve is fairly tolerant to some amount of random measurement error, but that it does become flattened. It is therefore important that the accident investigations and reconstructions are of high quality to assure that systematic errors are minimised and that the random errors are under control.
The share of high-tensile steel in car bodies has increased over the last years. While occupant safety has generally benefited from this measure, there is a potential risk that, as a result, rescue time may increase considerably. In more than 60% of all car occupant fatalities a technical rescue has been necessary. These are in particular those cases where occupants die immediately at the accident scene. Therefore, in these cases "rescue time" is a very sensitive parameter. In addition to the general analysis of the need of technical rescue and the actual rescue time depending on model years, the injury pattern of occupants requiring technical rescue will be analysed to provide advice for rescue teams. Furthermore, a detailed analysis of rescue measures for the most popular car models depending on the safety cell design is given.
Institute for Traffic Accident Research and Data Analysis <Tokyo>rnAbstract: Analyses were conducted to clarify the features of rear-end collisions, using an integrated accident database developed by the Institute for Traffic Accident Research and Data Analysis (ITARDA). Focusing on neck injuries in rear-end collisions, analyses were made of the relation to struck-vehicle properties. Regarding the relation to the initial year of registration, the results did not show that newer vehicles tended to have a lower no-neck-injury rate, which was defined in this study as an index. On the contrary, in some passenger car classes, it was observed that the no-neck-injury rate was higher in newer vehicles. The effect of an active head restraint system, which is one type of anti-whiplash device, was analyzed by using not only the no-neck-injury rate but also a regression analysis. The results showed that the effect of an active head restraint system on suppressing the incidence of neck injuries was statistically significant.rn
Nowadays, traffic accidents are recorded in historical databases. Regarding the huge quantity of data, the use of data mining tools is essential to help Experts, for automatically extracting relevant information in order to establish and quantify relations between severity and potential factors of accidents. An innovative approach is here proposed for an in depth investigation of real world accidents data base. Mutual information ratio based on conditional entropies is used to quantity the association strength between an accident outcome descriptor (injury severity) and other potential association factors. Information theoretic methods help to select automatically groups of factors mostly responsible of the severity of accident.
In Form einer Pilotstudie wurden eine Literaturrecherche, eine Befragung von Experten der Automobilindustrie und theoretische Untersuchungen zur Frage der Head-Up-Display-Technik (HUD) im Kraftfahrzeug durchgeführt. Auf der Suche nach neuen, die Sicherheit des Kraftfahrzeugverkehrs fördernden Anzeigen findet das HUD zunehmend Interesse. Das Prinzip des HUD im Kraftfahrzeug besteht darin, dass die Informationen des Displays über den in die Windschutzscheibe integrierten Combiner in die Verkehrsszene als virtuelles Bild eingeblendet werden. In Europa wurden von Automobil- und Zulieferfirmen ca. ein Dutzend HUD-Systeme als Experimentalsysteme entwickelt. In den europäischen Forschungsprogrammen PROMETHEUS und DRIVE wird das HUD als eine von mehreren neuen Anzeigetechniken untersucht. In den USA und Japan befinden sich HUD-Systeme in Serienfahrzeugen bereits seit einigen Jahren auf dem Markt. Informationen auf einem HUD im Kraftfahrzeug werden schneller und sicherer abgelesen, als auf der konventionellen Instrumententafel. Insbesondere die physiologischen Anteile des Wahrnehmungsvorganges, das heißt die Augenbewegung, das Akkommodieren und das Adaptieren, erfolgen mit einem HUD schneller. Allerdings kann die Verquickung der Verkehrsszene mit bordeigenen Informationen zu verändertem Fahrverhalten und zu anderen Beobachtungsstrategien der Kraftfahrer führen. Die HUD-Technik ist zwar relativ fortgeschritten, jedoch liegen nur wenige fundierte experimentelle Ergebnisse vor. Es wurde daher eine Untersuchungsreihe mit Labor-, Simulator- und Feldexperimenten entworfen, die offene Fragen zu Nutzen, Informationsinhalten und Gestaltung von HUD-Anzeigen beantworten sollen. Gesetzliche Vorschriften der StVZO und die sie tangierenden EG-Richtlinien beziehungsweise ECE-Regelungen legen die Mindestanforderungen an die Sicht aus Kraftfahrzeugen fest, und es bestehen Vorgaben sowohl für die mögliche Position der HUD-Anzeigen, als auch für die Transmission und für die Farberkennung der Verkehrsobjekte.
Derzeit beruht das Erhaltungsmanagement von Brücken vornehmlich auf turnusmäßigen visuellen Bauwerksprüfungen. Schäden werden häufig erst entdeckt, wenn sie offensichtlich sind - was unwirtschaftlich ist. Schäden und kritische Reaktionen des Bauwerks kündigen sich allerdings oftmals schon im Inneren der Struktur, in nicht einsehbaren Bereichen und durch die tatsächlich vorliegenden, aber oft nicht genau bekannten Einwirkungen auf das Bauwerk an. Bestands- und Neubau-Brücken sollten daher in der Lage sein, bereits frühzeitig und ergänzend zu den Bauwerksprüfungen Auskunft über ihren Zustand und dessen Entwicklung geben zu koennen. Benoetigt werden hierzu flexible und modular anpassbare Systeme zur messtechnischen Unterstützung in und am Bauwerk, differenzierte Bewertungsverfahren und ein entsprechend erweitertes Erhaltungsmanagement. Hinsichtlich einer messtechnischen Instrumentierung am Bauwerk sind zum einen leistungsfähige und dauerhafte Sensorik zur Erfassung von Einwirkungen und Bauteilreaktionen an diesem sowie zum anderen eine intelligente Messdatenverarbeitung zur Plausibilisierung, Fusion, Interpolation und Reduktion von Sensordatenströmen vor Ort erforderlich. Der Beitrag fasst im Rahmen aktueller Forschung untersuchte Ansätze und Realisierungsmöglichkeiten zur Sensordatenanalyse und -überwachung - wie sie insbesondere zur Sicherstellung belastbarer, stark fehlerminimierter Zustandsinformationen erforderlich sind - unter praktischen Gesichtspunkten einer Umsetzung bei der Überwachung von Brückenbauwerken zusammen. Verschiedene Verfahrensansätze werden hinsichtlich Einsatzbereich, Aufwand und Nutzen diskutiert. Die gewonnenen Erkenntnisse sind von allgemeiner Bedeutung und daher auf andere Bereiche des Erhaltungsmanagements von Infrastruktur übertragbar.
Injuries in motorbike accidents in correlation with protective clothes and mechanism of the accident
(2013)
This study deals with a possible connection between safety clothing / accident mechanism and injury severity in a state-wide traffic accident investigation with focus on light and small motorbike-involvement for accidents in the area of the Saarland in which the persons riding the bike have been injured or killed. An interdisciplinary team of medical scientists and engineers collected the medical and technical data as well as all the relevant traces of the accident on scene and in time. During twenty months of data collection a total of 401 cases could be gathered. Grave injuries were more common for the group of heavier motorcycles (>125 ccm). Motorcyclists had been polytraumatized only in the group where the accident was connected with a collision. Significant correlation between protective clothes and injury severity could only be found for protective gloves and protective trousers. The knowledge about mechanism of the accident, protective clothes and severity of injuries can be helpful for the improvement of road and motorcyclists' safety.
The accident research of Hanover and (from 1999 on) Dresden registered 736 leg injuries (AIS ≥ 2) from 1983 to March 2007. 174 of these injuries (23.6 %) were fractures or dislocations of foot and ankle. 149 feet of 141 front seat car occupants in 140 cars were affected. Of these 117 were drivers, 24 were front seat passengers. The mean age of occupants was 38.5 -± 16.8 years. Ankle fractures were the most frequent injury (n = 82; 80 malleolar fractures, 2 pilon fractures). 34 fractures and dislocations affected the hindfoot (5 talus and 26 calcaneal fractures, 2 subtalar dislocations and 1 subtotal amputation) , 16 to midfoot (4 navicular fractures, 5 cuboid fractures, 3 fractures of cuneiformia, 2 dislocations of chopart joint, 1 subtotal amputation, and one severe decollement) and 39 the forefoot (metatarsal fractures). Open fractures were seldom seen (2 malleolar fractures, 1 metatarsal fracture). Both feet were injured in 10 cases. 33 occupants (23.4 %) were polytaumatic had a polytrauma, 17 of them died. 81 percent of the occupants were belted. The cars were divided in pre EuroNCAP (year of manufacture 1997 and older) and post EuroNCAP cars (year of manufacture 1998 and newer). Most of the foot injuries were seen in pre EuroNCAP cars. Most of the occupants sat in compact cars (40 drivers and 9 front seat passengers) and large family cars (27 drivers and 7 co-drivers). 49 of 140 accidents occurred on country roads, 26 on main roads and 13 on motorways. The crash direction was mostly frontal. Generally were found no differences of delta v- and EES-level between the injured foot regions, but divided into pre- and post-EuroNCAP cars there was a tendency to higher delta v- and EES-levels in newer cars. The frequency of foot injuries increased linearly with increasing delta v-level; but above delta v-level of 55 km/h the linear increase only was seen in pre-EuroNCAP cars, post-EuroNCAP cars showed no further increase of injuries. The footwell intrusion showed no difference between the injured foot regions but pre-EuroNCAP cars had a tendency to higher footwell intrusion. There were no differences in footwell intrusion between the car types. Only 29 of 174 fractures or dislocations of foot were seen in post-EuroNCAP cars, the predominate number of these injuries (n = 145) were noticed in pre-EuroNCAP cars. A lower probability of long-term impairment was found in post-EuroNCAP cars for equal delta v levels, using the AIS2008 associated Functional Capacity Index (FCI) for the foot region.
The number of injuries sustained by car occupants involving the head, thorax, spine, pelvis and the upper limbs have been reduced significantly during recent years. This is probably due to better safety features in the cars, especially the availability and usage of safety belts, airbags etc. Therefore one can notice clinically a relative increase in survivors of severe frontal crashes, but many of them have injuries to the lower extremities. To verify this, we analyzed the foot and ankle injuries of front seat passengers.
This study examines the severity and types of injuries sustained by child pedestrians aged 18 years and below in order to identify the body regions at greatest risk for injury in a pedestrian accident. Detailed medical diagnoses were reviewed retrospectively for 572 child pedestrians admitted to an urban pediatric trauma center with injuries during the time period from January 2001 to December 2005. Eighty percent of these children sustained AIS 2 or greater injuries, most commonly to the lower extremity (41%) and head (34%). Fortyfour percent of admitted children had more significant AIS 3 or greater injuries primarily to the head (58%), thorax (17%) and lower extremities (14%). Testing procedures to assess the child- interaction with the motor vehicle should include injury assessment for the pediatric head, thorax and lower extremities. This understanding of how child pedestrians interact with motor vehicles may provide insight into effective countermeasures with potential for implementation in vehicle designs world-wide.
The number of road accidents in Portugal has decreased significantly in the last decades, however, this tendency is not similar in all types of transportation. In the most recent years and by European standards, Portugal is still one of the leading countries concerning the number of fatalities in Powered Two Wheelers (PTW) accidents. To this effect, the in-depth investigation of PTW accidents is crucial and so, a thorough statistical analysis concerning the main factors influencing PTW riders injury severity accidents was undertaken regarding the 2007-2010 period in the National Road Safety Authority (ANSR) injured riders database using the software SPSS. In addition, to determine the importance of absent factors in the database analysis, such as velocity, a set of 53 real accidents involving PTW were also investigated and computationally reconstructed using the software PC-Crash. Lateral collisions between a motorcycle, its rider and the side of three different passenger cars were also simulated, varying the motorcycle impact angle and velocity in order to estimate the PTW deformation energy and the rider- injuries, as this accident configuration stands out in terms of frequency and even severity. The results of this detailed study are presented.
This study aimed at developing an injury estimation algorithm for AACN technologies for Germany and compared them to findings based on Japanese data. The data to build and to verify the algorithm was obtained from the German in-depth Accident Database (GIDAS) and split into a training and a validation dataset. Significant input variables and the generalized linear regression model to predict severe injuries (ISS>15) were selected to maximize area under the receiver operating characteristic curve (AUC). Probit regression with the input parameter multiple impact, delta v, seatbelt use and impact direction gave the largest AUC of 0.91. Sensitivity of the algorithm was validated at 90% and specificity at 76% for an injury risk threshold of 2%. It appears that no major differences between Japan and Germany exist for injury estimation based on delta v and impact direction. However, far side impact and multiple crash events appear to be associated with a larger risk increase in the German data.
Recently, EuroNCAP updated the upper legform test protocols. The main objective of this study is to establish the upper legform test in KIDAS (Korean In-depth Accident Study) taking into account domestic pedestrian accident data as well as anthropometric data to protect elderly pedestrians whose average height and weight is much smaller and lighter than other age groups, especially compared to Europeans. Therefore 230 cases of pedestrian accidents from KIDAS were investigated to explore the injury severity of body regions as well as age related injury patterns. Injuries of all body regions were examined, with a special focus on injuries of abdomen and pelvic area. On the other hand, in order to explore Korea's pedestrian accident environment, national police data and KIDAS (Korean In-depth Accident Study) data were compared. The results should be taken into account in future analyses and possible improvements, such as regulations and KNCAP test protocols, of the pedestrian safety policy in Korea.
Europe has benefited from a decreasing number of road traffic fatalities. However, the proportion of older road users increases steadily. In an ageing society, the SENIORS project aims to improve the safe mobility of older road users by determining appropriate requirements towards passive vehicle safety systems. Therefore, the characteristics of road traffic crashes involving the elderly people need to be understood. This paper focuses on car occupants and pedestrians or cyclists in crashes with modern passenger cars. Ten crash databases and four hospital statistics from Europe have been analysed to answer the questions on which body regions are most frequently and severely injured in the elderly, and specific injuries sustained by always comparing older (65 years and above) with midâ€aged road users (25â€64 years). It was found that the body region thorax is of particularly high importance for the older car occupant with injury severities of AIS2 or AIS3+, where as the lower extremities, head and the thorax need to be considered for older pedestrians and cyclists. Further, injury risk functions were provided. The hospital data analysis showed less difference between the age groups. The linkage between crash and hospital data could only be made on a general level as their inclusion criteria were quite different.
The purpose of this work is to investigate the association between the injuries in motorcycle accident and the main accident configurations. The data were provided by a multicentric case-control study MAIDS regarding the risk of crash and injuries of motorcyclists. Chi-square test was used to evaluate the relationship between the variables and a logistic regression was performed to evaluate the association of injury severity with some variables supposed to be predictive factors. Lesive patterns characterized by internal haemorrhages are mainly associated with fronto-lateral crashes, above all in urban areas. Lacerations or abrasions, mainly reported in torso and lower extremities, are mostly associated with single crashes or accidents in queue also for crashes occurred to low speed (< 50 km/h). The severity of injuries is highly associated with impact speed, regardless of the crash configuration. Fractures and haemorrhages play an important role in determining the severity of injuries. The upper extremities are the most frequently traumatised anatomic areas.
Injury probability functions for pedestrians and bicyclists based on real-world accident data
(2017)
The paper is focusing on the modelling of injury severity probabilities, often called as Injury Risk Functions (IRF). These are mathematical functions describing the probability for a defined population and for possible explanatory factors (variables) to sustain a certain injury severity. Injury risk functions are becoming more and more important as basis for the assessment of automotive safety systems. They contribute to the understanding of injury mechanisms, (prospective) evaluation of safety systems and definition of protection criteria or are used within regulation and/or consumer ratings. In all cases, knowledge about the correlation between mechanical behavior and injury severity is needed. IRFs are often based on biomechanical data. This paper is focusing on the derivation of injury probability models from real world accident data of the GIDAS database (German In-depth Accident Study). In contrast to most academic terms there is no explicit term definition or definition of creation processes existing for injury probability models based on empirical data. Different approaches are existing for such kind of models in the field of accident research. There is a need for harmonization in terms of the used methods and data as well as the handling with the existing challenges. These are preparation of the dataset, model assumptions, censored/unknown data, evaluation of model accuracy, definition of dependent and independent variable, and others. In the presented study, several empirical, statistical and phenomenological approaches were analyzed regarding their advantages and disadvantages and also their applicability. Furthermore, the identification of appropriate prediction parameters for the injury severity of pedestrians has been considered. Due to its main effect on injuries of pedestrians and bicyclists, the importance of the secondary impact has also been analyzed. Finally, the model accuracy, evaluated by several criteria, is the rating factor that gives the quality and reliability for application of the resulting models. After the investigation and evaluation of statistical approaches one method was chosen and appropriate prediction variables were examined. Finally, all findings were summarized and injury risk functions for pedestrians in real world accidents were created. Additionally, the paper gives instructions for the interpretation and usage of such functions. The presented results include IRFs for several injury severity levels and age groups. The presented models are based on a high amount of real world accidents and describe very well the injury severity probability of pedestrians and bicyclists in frontal collisions with current vehicles. The functions can serve as basis for the evaluation of effectiveness of systems like Pedestrian-AEB or Bicycle-AEB.
Injury severity of e.g. pedestrians or bikers after crashes with cars that are reversing is almost unknown. However, crash victims of these injuries can frequently be seen in emergency departments and account for a large amount of patients every year. The objective of this study is to analyze injury severity of patients that were crashed into by reversing cars. The Hannover Medical School local accident research unit prospectively documented 43,000 road traffic accidents including 234 crashes involving reversing cars. Injury severity including the abbreviated injury scale (AIS) and the maximum abbreviated injury scale (MAIS) was analyzed as well as the location of the accident. As a result 234 accidents were included into this study. Pedestrians were injured in 141 crashes followed by 70 accidents involving bikers. The mean age of all crash victims was 57 -± 23 years. Most injuries took place on straight stretches (n = 81) as well as parking areas (n = 59), entries (n = 36) or crossroads (n = 24). The AIS of the lower extremities was highest followed by the upper extremities. The AIS of the neck was lowest. The mean MAIS was 1.3 -± 0.6. The paper concludes that the lower extremities show the highest risk to become injured during accidents with reversing cars. However, the risk of severe injuries is likely low.
Novice drivers are at high risk for crash involvement. We performed an analysis of causations, injury patterns and distributions of novice drivers in cars and on motorcycles in road traffic as a basis for proper measurements. Method Data of accident and hospital records of novice drivers (licence < 2 years) were analysed focusing the following parameters: injury type, localisation and mechanism, Abbreviated Injury Scale (AIS), maximum AIS (MAIS), delta-v, collision speed and other technical parameters and have been compared to those of experienced drivers. In 18352 accidents in the area of Hannover (years1985"2004), 2602 novice drivers and 18214 experienced drivers were recorded having an accident. Novice car drivers were more often and severe injured than experienced and on motorcycles the experienced riders were at higher risk. Novice drivers of both groups sustained more often extremity injuries. 4.5 % novice car drivers were not restraint compared to 3.7 % of the experienced drivers and 6.1 % novice motorcycle drivers did not wear a proper helmet (versus 6.5 %). Severe injuries sustained at a rate of 20 % at collision speeds below 30 km/h and in 80% at collision speeds above 50 km/h. Novice car drivers drove significant older cars. The risk profile of novice drivers is similar to those of drivers older than 65 years. Structural protection and special lectures like skidding courses could be proper remedial action next to harder punishment of violations.