Implementation of machine learning based real time range estimation method without destination knowledge for BEVs
Sign Up to like & getrecommendations! Published in 2019 at "Energy"
DOI: 10.1016/j.energy.2019.02.032
Abstract: Abstract In this work, an advanced range estimation method based on experimental test data including environmental factors and dynamic vehicle parameters with driver and road type predictions is proposed for electric vehicles. The focus point… read more here.
Keywords: method; estimation method; range; machine learning ... See more keywords
Accurate range estimation for an electric vehicle including changing environmental conditions and traction system efficiency
Sign Up to like & getrecommendations! Published in 2017 at "IET electrical systems in transportation"
DOI: 10.1049/iet-est.2015.0052
Abstract: Range anxiety is an obstacle to the acceptance of electric vehicles (EVs), caused by drivers’ uncertainty regarding their vehicle's state of charge (SoC) and the energy required to reach their destination. Most estimation methods for… read more here.
Keywords: estimation; environmental conditions; range; vehicle ... See more keywords
Driving range estimation for electric vehicles based on driving condition identification and forecast
Sign Up to like & getrecommendations! Published in 2017 at "AIP Advances"
DOI: 10.1063/1.4993945
Abstract: With the impact of serious environmental pollution in our cities combined with the ongoing depletion of oil resources, electric vehicles are becoming highly favored as means of transport. Not only for the advantage of low… read more here.
Keywords: electric vehicles; range estimation; driving range; energy ... See more keywords
A new selection criterion for statistical home range estimation
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DOI: 10.1080/02664763.2020.1822302
Abstract: ABSTRACT The home range of an animal describes the geographic area where this individual spends most of the time while doing its usual activities. From a statistical viewpoint, the problem of home range estimation can… read more here.
Keywords: home; home range; range estimation; selection ... See more keywords
Efficient Range Estimation in Beat Radio Interferometry
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DOI: 10.1109/access.2017.2679724
Abstract: The beat radio interferometry (BRI) is a novel ranging scheme that achieves high accuracy with low-cost devices. A major problem with BRI is the lack of an efficient range estimation method that is valid in… read more here.
Keywords: beat radio; efficient range; estimation; range estimation ... See more keywords
Adaptive Detection and Range Estimation of Point-Like Targets With Symmetric Spectrum
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DOI: 10.1109/lsp.2017.2756076
Abstract: In this letter, we address adaptive radar detection of point-like targets in Gaussian clutter with an unknown covariance matrix. To this end, we first exploit the symmetrically structured power spectral density of the clutter to… read more here.
Keywords: point like; detection; range estimation; like targets ... See more keywords
An Enhanced Lattice Algorithm for Range Estimation Using Noisy Measurement With Phase Ambiguity
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3146023
Abstract: The problem of range estimation based on noisy measurements with phase ambiguity can be solved using signals across multiple frequencies by existing algorithms based on either the Chinese Remainder Theorem or lattice theory. The performances… read more here.
Keywords: estimation; phase ambiguity; lattice algorithm; range estimation ... See more keywords
Joint DoA-Range Estimation Using Space-Frequency Virtual Difference Coarray
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2022.3173150
Abstract: In this paper, we address the problem of joint direction-of-arrival (DoA) and range estimation using frequency diverse coprime array (FDCA). By incorporating the coprime array structure and coprime frequency offsets, a two-dimensional space-frequency virtual difference… read more here.
Keywords: problem; frequency; doa range; estimation ... See more keywords
Time-Frequency Range Estimation Method for Pulsed LiDAR
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3207588
Abstract: Light detection and ranging (LiDAR) is the key sensor behind the 3D perception of self-driving vehicles. The range, precision and accuracy of a LiDAR sensor mainly depend on how each received pulse is captured, sampled… read more here.
Keywords: time; estimation method; range; estimation ... See more keywords
Machine learning-aided LiDAR range estimation.
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DOI: 10.1364/ol.487000
Abstract: Automotive light detection and ranging (LiDAR) requires accurate and computationally efficient range estimation methods. At present, such efficiency is achieved at the cost of curtailing the dynamic range of a LiDAR receiver. In this Letter,… read more here.
Keywords: range; lidar; range estimation; machine learning ... See more keywords