Abrar Hazoor

@polito.it

Department of Environment, Land, and Infrastructure Engineering
Politecnico di Torino, Italy



                 

https://researchid.co/abrar.hazoor

RESEARCH INTERESTS

Road Safety; Driving simulation; Advanced Driver Assistance System; Intelligent Speed Adaption System; Driver Behavior; Risk Mitigation

9

Scopus Publications

54

Scholar Citations

4

Scholar h-index

2

Scholar i10-index

Scopus Publications





  • Adapting V-ISA Technology: Driver Behaviour along Interchange Ramp and Merging/Diverging Terminals
    Abrar Hazoor

    Giordano Editore
    An original in vehicle Intelligent Speed Adaptation System for Visibility (V-ISA) was designed to promote compliance with real-time speed management. The functionality of V-ISA is based on the prevailing sight conditions along the road, and operates in two variants: (i) providing visual information, and (ii) vehicle speed intervention. A road scenario with the driver performing merging and diverging manoeuvres in a motorway section was designed. A within-subject experiment involved 32 participants and a vehicle equipped with the two variants and the system off (baseline condition) under two traffic flow conditions. V ISA had a significant positive effect on the drivers’ longitudinal performance along ramps. This change in behaviour along ramps had no effect on merging and diverging manoeuvres. V ISA had a positive impact on driver speed behaviour in such complex road environment and assisted drivers to modulate the operating speed towards the safe dynamic limits.

  • Validation of a Driving Simulator for Road Tunnel Behavioural Studies
    Alessandra Lioi, Alberto Portera, Luca Tefa, Abrar Hazoor, and Marco Bassani

    Elsevier BV

  • How to take speed decisions consistent with the available sight distance using an intelligent speed adaptation system
    Abrar Hazoor, Alberto Terrafino, Leandro L. Di Stasi, and Marco Bassani

    Elsevier BV

  • Alternative Horizontal Markings along Curved Exit Ramp Terminals to Improve Driver-Safety-Related Performance
    Giorgia Raimondo, Alessandra Lioi, Abrar Hazoor, Alberto Portera, Luca Tefa, and Marco Bassani

    SAGE Publications
    Previous investigation has revealed that diverging maneuvers along curved terminals lead to a deterioration in the longitudinal and transversal performances of drivers with respect to linear ones. As a countermeasure, innovative horizontal markings (HMs) may be used to compel drivers to drive more prudently and maintain better vehicle control. In this driving simulation study, the behavioral effects of alternative HMs along curved exit ramp terminals were investigated. Forty-eight voluntary participants drove along randomly assigned exit ramp terminals, the design of which involved combinations of the following input variables: (i) horizontal markings (standard HM1, with internal lane bands HM2, with external zebra stripes HM3); (ii) lighting conditions (day and night); (iii) traffic flow in the motorway (1,000 passenger cars per hour pc/h and 3,000 pc/h), and (iv) ramp terminal connection type (continuous and reverse). Longitudinal (i.e., speed) and transversal (i.e., lateral position and diverging abscissa) behavioral data were collected. HM2 leads to greater improvements in the level of road safety thanks to better longitudinal and transversal driver behavior. However, drivers did delay their exit from the motorway with respect to the baseline condition (HM1) independent of the connection type. No relevant improvements were observed with HM3, apart from speed reductions at the end of the terminal and more centered trajectories when approaching the ramp. Results also show that drivers tended to enter the reverse terminal later than the continuous one (where drivers correctly used the taper), thus revealing that the use of the innovative HMs was not able to compensate for this inappropriate behavior adopted along reverse terminals.


  • Development of a novel intelligent speed adaptation system based on available sight distance
    Abrar Hazoor, Alessandra Lioi, and Marco Bassani

    SAGE Publications
    Most existing roads were designed without considering the improved performance of modern vehicles and the new onboard technologies available for assisted driving. In addition, vehicles frequently travel at speeds that exceed the maximum considered in road design. For these reasons, the need for speed- and safety-related countermeasures (e.g., field control, mobile or fixed speed cameras, traffic calming measures) is evident. However, these countermeasures are only partially effective and the proportion of crashes that are speed-related remains significant. This investigation is aimed at the development of a new intelligent speed adaptation (ISA) system based on the available sight distance (ASD). In conditions of poor visibility, the system can (i) inform drivers when they are traveling at inappropriate speeds, or (ii) generate warning sounds to the same effect, or (iii) intervene directly and compel the vehicle to adopt the speed which is most appropriate to the particular ASD. As reported in this methodological paper, the functionality of the new ISA system was tested at the driving simulator of the Politecnico di Torino (Italy) and the resulting estimated ASD value was validated and tested successfully. Future experimental investigations will be devoted to assessing the effectiveness of the system on driver speed behavior and decision making.

  • What's around the curve? A driving simulation experiment on compensatory strategies for safe driving along horizontal curves with sight limitations
    Marco Bassani, Abrar Hazoor, and Lorenzo Catani

    Elsevier BV
    Abstract This paper focuses on the behaviours adopted by road users when negotiating horizontal curves with sight limitations. Experiments at a driving simulator were conducted on two-lane highways in which drivers were confronted with a range of sight conditions generated by the manipulation of variables such as curve direction, radii and distance of lateral sight obstructions along horizontal curves. It was observed that most of the drivers adopted strategies which resulted in a stopping distance shorter than the available sight distance, thereby maintaining safe driving conditions. Some drivers reduced their speed, some increased the lateral distance from any sight obstructions along the roadside, some did both, while others did neither. A preliminary analysis indicated that the safety benefits resulting from a vehicle speed reduction strategy significantly outweigh those from a lateral shift in the lane. Further analyses on the 1246 cases investigated offered further support for this proposition, while revealing that a higher proportion of drivers opted for the first strategy for safety reasons. Moreover, visibility conditions (safe, partially safe, and unsafe) played a role in the choice of driving strategies. Results provide evidence that a significant group of drivers used the two strategies under severely restricted visibility conditions (i.e., along sharp radius curves); however, the strategies selected were independent of the driver speed profile (i.e., slower, average, or faster).

RECENT SCHOLAR PUBLICATIONS

  • Intelligent speed adaptation for visibility technology affects drivers’ speed selection along curves with sight limitations
    A Hazoor, A Terrafino, LL Di Stasi, M Bassani
    Journal of Traffic and Transportation Engineering (English Edition) 11 (1 2024

  • Do driver monitoring technologies improve the driving behaviour of distracted drivers? A simulation study to assess the impact of an auditory driver distraction warning device
    M Bassani, L Catani, A Hazoor, A Hoxha, A Lioi, A Portera, L Tefa
    Transportation Research Part F: Traffic Psychology and Behaviour 95, 239-250 2023

  • Adapting V-ISA Technology: Driver Behaviour along Interchange Ramp and Merging/Diverging Terminals
    A Hazoor, CJD Perdomo, M Bassani
    European Transport \ Trasporti Europei, https://doi.org/10.48295/ET.2023.91.3 2023

  • Validation of a Driving Simulator for Road Tunnel Behavioural Studies
    A Lioi, A Portera, L Tefa, A Hazoor, M Bassani
    Transportation Research Procedia 69, 352-359 2023

  • Development and Implementation of a Novel Intelligent Speed Adaptation System Based on Sight Distance
    A Hazoor
    Politecnico di Torino, Italy 2022

  • How to take speed decisions consistent with the available sight distance using an intelligent speed adaptation system
    A Hazoor, A Terrafino, LL Di Stasi, M Bassani
    Accident Analysis & Prevention 174, 106758 2022

  • Alternative horizontal markings along curved exit ramp terminals to improve driver-safety-related performance
    G Raimondo, A Lioi, A Hazoor, A Portera, L Tefa, M Bassani
    Transportation research record 2676 (6), 774-787 2022

  • A Driving Simulation Study on The Effectiveness of Technologies Against Distracted Driving
    M Bassani, L Catani, A Hazoor, A Hoxha, A Lioi, A Portera, L Tefa
    101st Annual Meeting of the Transportation Research Board 2022

  • The influence of V-ISA technology on driver behavior along curves with sight limitations
    A Hazoor, A Terrafino, L Di Stasi, M Bassani
    8th Road Safety and Simulation International Conference: Road Safety and 2022

  • Impact on driver behaviour of guardrails of different height in horizontal-vertical coordinated road scenarios with a limited available sight distance
    A Lioi, A Hazoor, M Castro, M Bassani
    Transportation Research Part F: Traffic Psychology and Behaviour 84, 287-300 2022

  • Development of a novel intelligent speed adaptation system based on available sight distance
    A Hazoor, A Lioi, M Bassani
    Transportation research record 2675 (9), 1573-1584 2021

  • What’s around the curve? A driving simulation experiment on compensatory strategies for safe driving along horizontal curves with sight limitations
    M Bassani, A Hazoor, L Catani
    Transportation Research Part F: Traffic Psychology and Behaviour 66, 273-291 2019

  • Artificial neural networks to investigate factors affecting crash severity over years
    A Hazoor
    Politecnico di Milano, Italy 2018

  • Estimation of Passenger Car Units for Capacity Analysis Using Simulation
    A Hazoor, W Hazoor, AH Ansari
    8th INTERNATIONAL CIVIL ENGINEERING CONGRESS, 218-225 2016

  • Estimation of Modal Shift for Bus Rapid Transit System (BRTS) in Quetta
    AH Ansari, W Hazoor, A Hazoor
    8th International Civil Engineering Congress, 100-111 2016

MOST CITED SCHOLAR PUBLICATIONS

  • What’s around the curve? A driving simulation experiment on compensatory strategies for safe driving along horizontal curves with sight limitations
    M Bassani, A Hazoor, L Catani
    Transportation Research Part F: Traffic Psychology and Behaviour 66, 273-291 2019
    Citations: 25

  • Development of a novel intelligent speed adaptation system based on available sight distance
    A Hazoor, A Lioi, M Bassani
    Transportation research record 2675 (9), 1573-1584 2021
    Citations: 10

  • Do driver monitoring technologies improve the driving behaviour of distracted drivers? A simulation study to assess the impact of an auditory driver distraction warning device
    M Bassani, L Catani, A Hazoor, A Hoxha, A Lioi, A Portera, L Tefa
    Transportation Research Part F: Traffic Psychology and Behaviour 95, 239-250 2023
    Citations: 6

  • Impact on driver behaviour of guardrails of different height in horizontal-vertical coordinated road scenarios with a limited available sight distance
    A Lioi, A Hazoor, M Castro, M Bassani
    Transportation Research Part F: Traffic Psychology and Behaviour 84, 287-300 2022
    Citations: 5

  • Alternative horizontal markings along curved exit ramp terminals to improve driver-safety-related performance
    G Raimondo, A Lioi, A Hazoor, A Portera, L Tefa, M Bassani
    Transportation research record 2676 (6), 774-787 2022
    Citations: 4

  • How to take speed decisions consistent with the available sight distance using an intelligent speed adaptation system
    A Hazoor, A Terrafino, LL Di Stasi, M Bassani
    Accident Analysis & Prevention 174, 106758 2022
    Citations: 3

  • Validation of a Driving Simulator for Road Tunnel Behavioural Studies
    A Lioi, A Portera, L Tefa, A Hazoor, M Bassani
    Transportation Research Procedia 69, 352-359 2023
    Citations: 1