Driving style recognition for intelligent vehicle control and advanced driver assistance: A survey

CM Martinez, M Heucke, FY Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Driver driving style plays an important role in vehicle energy management as well as driving
safety. Furthermore, it is key for advance driver assistance systems development, toward …

Driving style classification using a semisupervised support vector machine

W Wang, J Xi, A Chong, L Li - IEEE Transactions on Human …, 2017 - ieeexplore.ieee.org
Supervised learning approaches are widely used for driving style classification; however,
they often require a large amount of labeled training data, which is usually scarce in a real …

Effects of signal light on the fuel consumption and emissions under car-following model

TQ Tang, ZY Yi, QF Lin - Physica A: Statistical Mechanics and its …, 2017 - Elsevier
In this paper, a car-following model is utilized to study the effects of signal light on each
vehicle's fuel consumption, CO, HC and NO X. The numerical results show that each …

Eco-driving assistance system for a manual transmission bus based on machine learning

H Ma, H Xie, D Brown - IEEE Transactions on Intelligent …, 2017 - ieeexplore.ieee.org
Driving assistance systems (DAS) is a key technology to improve fuel economy for in-use
vehicles. This also reduces the operational cost of running a fleet of these vehicles, such as …

Analysis of the traffic running cost in a two-route system with feedback strategy

TQ Tang, Q Yu, K Liu - Physica A: Statistical Mechanics and Its Applications, 2017 - Elsevier
In this paper, we apply the FVD (full velocity difference) model to study the influences of
MVFS (mean velocity feedback strategy) and NVFS (the number of vehicles feedback …

The role of interaction patterns with hybrid electric vehicle eco-features for drivers' eco-driving performance

MG Arend, T Franke - Human factors, 2017 - journals.sagepub.com
Objective: The objective of the present research was to understand drivers' interaction
patterns with hybrid electric vehicles'(HEV) eco-features (electric propulsion, regenerative …

A driver-in-the loop fuel economic control strategy for connected vehicles in urban roads

B HomChaudhuri, P Pisu - arXiv preprint arXiv:1705.07207, 2017 - arxiv.org
In this paper, we focus on developing driver-in-the loop fuel economic control strategy for
multiple connected vehicles. The control strategy is considered to work in a driver assistance …

Fuel consumption based on route choice

E Gilman, S Tamminen, A Keskinarkaus… - … Workshop on Smart …, 2017 - oulurepo.oulu.fi
Advances in technology equip traffic domain with instruments to gather and analyze data for
safe and fuel efficient traveling. This article elaborates on the effects from taxi drivers route …

Mobile Application to support fuel-efficient driving through situation awareness

Y Zuo - 2017 - oulurepo.oulu.fi
Situation awareness is usually conceptualized as design and implementation principles for
safety critical industries like aviation or military. Finland was one of the first countries in the …

Speed control for low-energy on-time buses

R Wong - 2017 - ora.ox.ac.uk
In 2015, 40% of the total energy used by final users in the United Kingdom was used in the
transport sector. Hence it is important to minimise the energy consumption in the transport …