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System Design of Advanced Multi-Beam and Multi-Range Automotive Radar

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Authors

이재은

Advisor
김성철
Major
공과대학 전기·컴퓨터공학부
Issue Date
2017-02
Publisher
서울대학교 대학원
Keywords
Automotive RadarClutter RecognitionClutter SuppressionMulti-BeamMulti-rangeMBMR
Description
학위논문 (박사)-- 서울대학교 대학원 : 전기·컴퓨터공학부, 2017. 2. 김성철.
Abstract
As the number of vehicles on the road is increased, the incidence of traffic accident
is gradually increased and the number of death on roads is also increased. Most
accidents are due to carelessness of the driver. If the vehicle can actively recognize
the dangerous situation and alert the driver to avoid accident, it will be a great help
to the driver. As concern for safety and driver assistance increases, needs for driver
assistance system (DAS) are consistently increasing. Moreover, with the grooming demand
for autonomous driving, there has been paid a great attention to the incorporation
of multiple sensors. Various sensors for safety and convenience are being introduced
for automobiles. The detection performance of the automotive radar looks outstanding
compared to other sensors such as Lidar, camera, and ultrasonic sensors, in poor
weather conditions or environmental conditions of the roads. Among many applications
using automotive radars, the adaptive cruise control (ACC) and the autonomous
emergency braking (AEB) using forward looking radars are the most basic functions
for safety and convenience. Using ACC and AEB functions, drivers can be guaranteed
safety as well as convenience when visibility is poor under bad weather conditions.
Generally, the radar system for ACC and AEB had been composed of singe longrange
radar (LRR) and two of short-range radar (SRR) and the system cost was very
expensive. However, the cost can be lowered by the concept of multi-beam, multirange
(MBMR) radar which consist of integrated narrow long range beam and wide
short range beam in a single radar sensor.
In this dissertation, we propose an advanced MBMR radar for ACC and AEB using
77 GHz band and highly integrated RF ICs. The detection specifications are investii
gated base on theoretical radar principles and effective design concepts are suggested
to satisfy the specifications. We implemented an actually working forward looking
MBMR radar and performed experiments to verify the detection performance.
To overcome the limitation of radar hardware resources for cost-effective design,
we propose novel signal processing schemes to recognize environment on roads which
are regarded as impossible with automotive radar. Characteristics of an iron tunnel
which deteriorate the detection performance of the radar are analyzed and a measure
for the recognition is proposed.
Moreover, the recognition method is expanded to harmonic clutters which are
caused by man-made structures on roads containing periodic structures such as iron
tunnels, guardrails, and sound-proof wall. The harmonic clutter suppression method is
also proposed to enhance the quality of the received signal and improve the detection
performance of the radar.
All experiments are performed using the proposed MBMR radar to verify the detection
performance and the usefulness of proposed signal processing methods for
recognition and suppression of clutters on roads.
Language
English
URI
https://hdl.handle.net/10371/119281
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