The Rise of Radar for Autonomous Vehicles: Signal processing solutions and future research directions
By Igal Bilik, Oren Longman, Shahar Villeval, Joseph Tabrikian. IEEE Signal Processing Magazine, 2019
331 citations recorded by the source corpus.
Automotive radar is the most promising and fastest-growing civilian application of radar technology. Vehicular radars provide the key enabling technology for the autonomous driving revolution that will have a dramatic impact on everyone's day-to-day lives. They play a central role in the autonomous sensing suit because of the significant progress in the radio-frequency (RF) CMOS technology that enables high-level radaron-chip integration and thus reduces the automotive radar cost to the level of consumer mass production. However, this would not be sufficient without high spatial resolution performance, which can be obtained by multiple-input, multiple-output (MIMO) and cognitive approaches at a lower cost.
Subfields: Aerospace Engineering, Biomedical Engineering
View Paper: https://www.semanticscholar.org/paper/fd342ca27c22c1c925c1fd1afe98c07872facd57
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Aerospace Engineering
- Yuanhao Cui
- Gonzalo Seco-Granados
- Henk Wymeersch
- Mikko Valkama
- Davide Dardari
- Yuan Shen
- Fabiola Colone
- Jianmin Lu
In Biomedical Engineering
Citations in the corpus
- Convergent Communication, Sensing and Localization in 6G Systems: An Overview of Technologies, Opportunities and Challenges (2021, background): “However, more recently, advances in semiconductor technology, antenna design and signal processing [86], [87] have made low-cost integrated radars readily available.”
- A Survey on Fundamental Limits of Integrated Sensing and Communication (2021, background): “In the same scenario, radar sensing in the autonomous vehicles should be able to provide robust, high-resolution obstacle detection on the order of a centimeter [7].”
- Integrated Sensing and Communications: Recent Advances and Ten Open Challenges (2023, background): “…of emerging applications as well, such as Internet of Things (IoT) networks [7], [8], [9], [10], [11], vehicle-to-everything (V2X) communications [12], [13], [14], [15], connected autonomous systems [16], autonomous driving [17], human activity sensing [18], as well as smart home and unmanned…”