Solid-State dToF LiDAR System Using an Eight-Channel Addressable, 20-W/Ch Transmitter, and a 128 × 128 SPAD Receiver With SNR-Based Pixel Binning and Resolution Upscaling

发射机 激光雷达 分辨率(逻辑) 国家(计算机科学) 计算机科学 遥感 频道(广播) 地理 电信 人工智能 算法
作者
Shenglong Zhuo,Tao Xia,Lei Zhao,Miao Sun,Yifan Wu,Lei Wang,Hengwei Yu,Jiqing Xu,Jier Wang,Zhihong Lin,Yuan Li,Lei Qiu,Rui Bai,Xuefeng Chen,Patrick Yin Chiang
出处
期刊:IEEE Journal of Solid-state Circuits [Institute of Electrical and Electronics Engineers]
卷期号:58 (3): 757-770 被引量:11
标识
DOI:10.1109/jssc.2022.3227078
摘要

An entire solid-state direct time-of-flight (dToF) light detection and ranging (LiDAR) system that incorporates innovations for both the transmitter (TX) and the receiver (RX) is presented in this work. For the illumination TX, we demonstrate solid-state channel addressability, which significantly reduces the transmit power and improves the ranging distance by dividing the field of view (FoV) into separately illuminated sub-regions. In the RX, we introduce single-photon avalanche diodes (SPADs) pixel binning, which enables reconfigurability of the sensor's spatial resolution. Finally, we introduce a machine learning (ML) technique that enables this pixel-binned depth sensor to upscale its spatial resolution after training/inference fusion with the intensity image. The laser diode driver (LDD) chip is implemented in the 180-nm bipolar-CMOS-DMOS (BCD) process and is capable of pumping more than 8-A peak current into a multi-junction vertical-cavity surface-emitting laser (VCSEL) array, producing up to 20.3-W optical pulses under 12.5-V supply voltage. The sensor chip is also implemented in the 180-nm BCD process with a $128 \times 128$ SPAD array and reconfigurable pixel binning. Hardware and software co-optimization under low signal-to-noise ratio (SNR) conditions with ML-based spatial resolution upscaling is demonstrated.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
lim发布了新的文献求助10
刚刚
杨灿完成签到,获得积分10
刚刚
1秒前
WYT发布了新的文献求助10
1秒前
顾矜应助科研狗采纳,获得10
2秒前
box1221完成签到,获得积分10
2秒前
屠夫9441发布了新的文献求助10
3秒前
Sicecream完成签到,获得积分10
4秒前
abale发布了新的文献求助10
4秒前
sean完成签到,获得积分10
4秒前
jw完成签到,获得积分10
5秒前
5秒前
lim完成签到,获得积分10
6秒前
7秒前
7秒前
可爱的函函应助北克采纳,获得30
8秒前
Anna完成签到 ,获得积分10
8秒前
怕黑寻雪完成签到,获得积分10
9秒前
糖醋花孙米完成签到,获得积分10
11秒前
11秒前
cfsyyfujia完成签到,获得积分10
11秒前
xieyuan发布了新的文献求助10
12秒前
Tsuki完成签到,获得积分10
13秒前
why完成签到,获得积分10
15秒前
星星发布了新的文献求助10
16秒前
Jasper应助小马采纳,获得10
16秒前
16秒前
16秒前
17秒前
18秒前
18秒前
领导范儿应助zzk采纳,获得10
18秒前
xinxin完成签到,获得积分10
18秒前
李卓完成签到 ,获得积分10
19秒前
扶摇直上发布了新的文献求助10
20秒前
XZZH完成签到,获得积分10
20秒前
陈蔡宇完成签到,获得积分10
22秒前
CC发布了新的文献求助20
22秒前
淡然可冥完成签到,获得积分10
22秒前
情怀应助tjz采纳,获得10
22秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Salmon nasal cartilage-derived proteoglycan complexes influence the gut microbiota and bacterial metabolites in mice 2000
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 1500
Picture this! Including first nations fiction picture books in school library collections 1500
ON THE THEORY OF BIRATIONAL BLOWING-UP 666
Signals, Systems, and Signal Processing 610
The Impostor Phenomenon: When Success Makes You Feel Like a Fake 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6377832
求助须知:如何正确求助?哪些是违规求助? 8190875
关于积分的说明 17303457
捐赠科研通 5431423
什么是DOI,文献DOI怎么找? 2873424
邀请新用户注册赠送积分活动 1850141
关于科研通互助平台的介绍 1695451