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1,882 Results Found

  • Article
  • Open Access
6 Citations
6,685 Views
19 Pages

LiDAR Intensity Completion: Fully Exploiting the Message from LiDAR Sensors

  • Weichen Dai,
  • Shenzhou Chen,
  • Zhaoyang Huang,
  • Yan Xu and
  • Da Kong

4 October 2022

Light Detection and Ranging (LiDAR) systems are novel sensors that provide robust distance and reflection strength by active pulsed laser beams. They have significant advantages over visual cameras by providing active depth and intensity measurements...

  • Feature Paper
  • Article
  • Open Access
18 Citations
6,793 Views
19 Pages

Evaluation and Testing System for Automotive LiDAR Sensors

  • Tiago Gomes,
  • Ricardo Roriz,
  • Luís Cunha,
  • Andreas Ganal,
  • Narciso Soares,
  • Teresa Araújo and
  • João Monteiro

18 December 2022

The world is facing a great technological transformation towards fully autonomous vehicles, where optimists predict that by 2030 autonomous vehicles will be sufficiently reliable, affordable, and common to displace most human driving. To cope with th...

  • Review
  • Open Access
22 Citations
8,791 Views
25 Pages

Application of LiDAR Sensors for Crop and Working Environment Recognition in Agriculture: A Review

  • Md Rejaul Karim,
  • Md Nasim Reza,
  • Hongbin Jin,
  • Md Asrakul Haque,
  • Kyu-Ho Lee,
  • Joonjea Sung and
  • Sun-Ok Chung

10 December 2024

LiDAR sensors have great potential for enabling crop recognition (e.g., plant height, canopy area, plant spacing, and intra-row spacing measurements) and the recognition of agricultural working environments (e.g., field boundaries, ridges, and obstac...

  • Article
  • Open Access
10 Citations
6,912 Views
16 Pages

Velocity Estimation from LiDAR Sensors Motion Distortion Effect

  • Lukas Haas,
  • Arsalan Haider,
  • Ludwig Kastner,
  • Thomas Zeh,
  • Tim Poguntke,
  • Matthias Kuba,
  • Michael Schardt,
  • Martin Jakobi and
  • Alexander W. Koch

26 November 2023

Many modern automated vehicle sensor systems use light detection and ranging (LiDAR) sensors. The prevailing technology is scanning LiDAR, where a collimated laser beam illuminates objects sequentially point-by-point to capture 3D range data. In curr...

  • Article
  • Open Access
14 Citations
6,284 Views
15 Pages

23 September 2022

Three-dimensional light detection and ranging (LiDAR) sensors have received much attention in the field of autonomous navigation owing to their accurate, robust, and rich geometric information. Autonomous vehicles are typically equipped with multiple...

  • Communication
  • Open Access
3 Citations
3,760 Views
9 Pages

14 November 2024

This article presents an alternative approach to detecting and mapping space debris in low Earth orbit by utilizing commercially available automotive LiDAR sensors mounted on CubeSats. The main objective is to leverage the compact size, low weight, a...

  • Article
  • Open Access
23 Citations
12,614 Views
25 Pages

A Methodology to Model the Rain and Fog Effect on the Performance of Automotive LiDAR Sensors

  • Arsalan Haider,
  • Marcell Pigniczki,
  • Shotaro Koyama,
  • Michael H. Köhler,
  • Lukas Haas,
  • Maximilian Fink,
  • Michael Schardt,
  • Koji Nagase,
  • Thomas Zeh and
  • Alexander W. Koch
  • + 4 authors

3 August 2023

In this work, we introduce a novel approach to model the rain and fog effect on the light detection and ranging (LiDAR) sensor performance for the simulation-based testing of LiDAR systems. The proposed methodology allows for the simulation of the ra...

  • Article
  • Open Access
40 Citations
8,742 Views
19 Pages

Real-Time 3D Object Detection and Classification in Autonomous Driving Environment Using 3D LiDAR and Camera Sensors

  • K. S. Arikumar,
  • A. Deepak Kumar,
  • Thippa Reddy Gadekallu,
  • Sahaya Beni Prathiba and
  • K. Tamilarasi

16 December 2022

The rapid development of Autonomous Vehicles (AVs) increases the requirement for the accurate prediction of objects in the vicinity to guarantee safer journeys. For effectively predicting objects, sensors such as Three-Dimensional Light Detection and...

  • Article
  • Open Access
9 Citations
4,733 Views
19 Pages

Point Cloud Segmentation from iPhone-Based LiDAR Sensors Using the Tensor Feature

  • Xuan Wang,
  • Haiyang Lyu,
  • Tianyi Mao,
  • Weiji He and
  • Qian Chen

10 February 2022

With widely used LiDAR sensors included in consumer electronic devices, it is increasingly convenient to acquire point cloud data, but it is also difficult to segment the point cloud data obtained from these unprofessional LiDAR devices, due to their...

  • Article
  • Open Access
8 Citations
5,532 Views
21 Pages

6 December 2021

LiDAR sensors are needed for use in vehicular applications, particularly due to their good behavior in low-light environments, as they represent a possible solution for the safety systems of vehicles that have a long braking distance, such as trams....

  • Article
  • Open Access
1 Citations
2,183 Views
11 Pages

23 August 2024

This paper presents a novel power-efficient topology for receivers in short-range LiDAR sensors. Conventionally, LiDAR sensors exploit complex time-to-digital converters (TDCs) for time-of-flight (ToF) distance measurements, thereby frequently leadin...

  • Article
  • Open Access
24 Citations
7,054 Views
23 Pages

Development of High-Fidelity Automotive LiDAR Sensor Model with Standardized Interfaces

  • Arsalan Haider,
  • Marcell Pigniczki,
  • Michael H. Köhler,
  • Maximilian Fink,
  • Michael Schardt,
  • Yannik Cichy,
  • Thomas Zeh,
  • Lukas Haas,
  • Tim Poguntke and
  • Alexander W. Koch
  • + 1 author

5 October 2022

This work introduces a process to develop a tool-independent, high-fidelity, ray tracing-based light detection and ranging (LiDAR) model. This virtual LiDAR sensor includes accurate modeling of the scan pattern and a complete signal processing toolch...

  • Article
  • Open Access
3 Citations
3,888 Views
23 Pages

24 December 2021

Light Detection and Ranging (LiDAR) is a sensor that uses a laser to represent the surrounding environment in three-dimensional information. Thanks to the development of LiDAR, LiDAR-based applications are being actively used in autonomous vehicles....

  • Article
  • Open Access
42 Citations
11,064 Views
20 Pages

7 October 2020

Light detection and ranging (LiDAR) sensors help autonomous vehicles detect the surrounding environment and the exact distance to an object’s position. Conventional LiDAR sensors require a certain amount of power consumption because they detect...

  • Article
  • Open Access
1 Citations
3,451 Views
29 Pages

A Comparison Study of Person Identification Using IR Array Sensors and LiDAR

  • Kai Liu,
  • Mondher Bouazizi,
  • Zelin Xing and
  • Tomoaki Ohtsuki

6 January 2025

Person identification is a critical task in applications such as security and surveillance, requiring reliable systems that perform robustly under diverse conditions. This study evaluates the Vision Transformer (ViT) and ResNet34 models across three...

  • Article
  • Open Access
2 Citations
5,663 Views
21 Pages

A Robust Vehicle Detection Model for LiDAR Sensor Using Simulation Data and Transfer Learning Methods

  • Kayal Lakshmanan,
  • Matt Roach,
  • Cinzia Giannetti,
  • Shubham Bhoite,
  • David George,
  • Tim Mortensen,
  • Manduhu Manduhu,
  • Behzad Heravi,
  • Sharadha Kariyawasam and
  • Xianghua Xie

1 June 2023

Vehicle detection in parking areas provides the spatial and temporal utilisation of parking spaces. Parking observations are typically performed manually, limiting the temporal resolution due to the high labour cost. This paper uses simulated data an...

  • Article
  • Open Access
16 Citations
7,024 Views
26 Pages

Performance Evaluation of MEMS-Based Automotive LiDAR Sensor and Its Simulation Model as per ASTM E3125-17 Standard

  • Arsalan Haider,
  • Yongjae Cho,
  • Marcell Pigniczki,
  • Michael H. Köhler,
  • Lukas Haas,
  • Ludwig Kastner,
  • Maximilian Fink,
  • Michael Schardt,
  • Yannik Cichy and
  • Alexander W. Koch
  • + 5 authors

14 March 2023

Measurement performance evaluation of real and virtual automotive light detection and ranging (LiDAR) sensors is an active area of research. However, no commonly accepted automotive standards, metrics, or criteria exist to evaluate their measurement...

  • Communication
  • Open Access
1,533 Views
14 Pages

26 January 2025

This paper presents an optoelectronic transceiver (OTRx) realized in a 180 nm CMOS technology for applications of short-range LiDAR sensors, in which a modified current-mode single-ended VCSEL driver (m-CMVD) is exploited as a transmitter (Tx) and a...

  • Article
  • Open Access
47 Citations
9,690 Views
16 Pages

Self-Tuning Method for Increased Obstacle Detection Reliability Based on Internet of Things LiDAR Sensor Models

  • Fernando Castaño,
  • Gerardo Beruvides,
  • Alberto Villalonga and
  • Rodolfo E. Haber

10 May 2018

On-chip LiDAR sensors for vehicle collision avoidance are a rapidly expanding area of research and development. The assessment of reliable obstacle detection using data collected by LiDAR sensors has become a key issue that the scientific community i...

  • Article
  • Open Access
28 Citations
5,954 Views
19 Pages

Development and Validation of LiDAR Sensor Simulators Based on Parallel Raycasting

  • Guilherme Ferreira Gusmão,
  • Carlos Roberto Hall Barbosa and
  • Alberto Barbosa Raposo

15 December 2020

Three-dimensional (3D) imaging technologies have been increasingly explored in academia and the industrial sector, especially the ones yielding point clouds. However, obtaining these data can still be expensive and time-consuming, reducing the effici...

  • Communication
  • Open Access
4 Citations
3,353 Views
12 Pages

11 January 2022

This paper presents a nine-bit integrator-based time-to-digital converter (I-TDC) realized in a 180 nm CMOS technology for the applications of indoor home-monitoring light detection and ranging (LiDAR) sensors. The proposed I-TDC exploits a clock-fre...

  • Article
  • Open Access
1,706 Views
12 Pages

Singular Value Decomposition (SVD) Method for LiDAR and Camera Sensor Fusion and Pattern Matching Algorithm

  • Kaiqiao Tian,
  • Meiqi Song,
  • Ka C. Cheok,
  • Micho Radovnikovich,
  • Kazuyuki Kobayashi and
  • Changqing Cai

21 June 2025

LiDAR and camera sensors are widely utilized in autonomous vehicles (AVs) and robotics due to their complementary sensing capabilities—LiDAR provides precise depth information, while cameras capture rich visual context. However, effective multi...

  • Article
  • Open Access
1 Citations
3,038 Views
12 Pages

17 October 2024

This paper presents a novel optoelectronic transimpedance amplifier (OTA) for short-range LiDAR sensors used in 180 nm CMOS technology, which consists of a main transimpedance amplifier (m-TIA) with an on-chip P+/N-well/Deep N-well avalanche photodio...

  • Article
  • Open Access
4 Citations
1,608 Views
23 Pages

10 December 2024

The present research aimed to evaluate whether two sensors, optical and laser, could highlight the change in olive trees’ canopy structure due to pruning. Therefore, two proximal sensors were mounted on a ground vehicle (Kubota B2420 tractor):...

  • Feature Paper
  • Article
  • Open Access
82 Citations
18,307 Views
27 Pages

11 December 2019

Direct time-of-flight (DTOF) is a prominent depth sensing method in light detection and ranging (LiDAR) applications. Single-photon avalanche diode (SPAD) arrays integrated in DTOF sensors have demonstrated excellent ranging and 3D imaging capabiliti...

  • Article
  • Open Access
4 Citations
3,606 Views
20 Pages

Integrating LiDAR Sensor Data into Microsimulation Model Calibration for Proactive Safety Analysis

  • Morris Igene,
  • Qiyang Luo,
  • Keshav Jimee,
  • Mohammad Soltanirad,
  • Tamer Bataineh and
  • Hongchao Liu

6 July 2024

Studies have shown that vehicle trajectory data are effective for calibrating microsimulation models. Light Detection and Ranging (LiDAR) technology offers high-resolution 3D data, allowing for detailed mapping of the surrounding environment, includi...

  • Article
  • Open Access
38 Citations
10,922 Views
26 Pages

1 February 2023

The documentation and metric knowledge of architectural and cultural heritage is becoming an increasingly important need, especially concerning the state of degradation of some historical assets and the associated required interventions. In this cont...

  • Communication
  • Open Access
21 Citations
9,077 Views
11 Pages

The Introduction of a New Diagnostic Tool in Forensic Pathology: LiDAR Sensor for 3D Autopsy Documentation

  • Aniello Maiese,
  • Alice Chiara Manetti,
  • Costantino Ciallella and
  • Vittorio Fineschi

19 February 2022

Autopsy is a complex and unrepeatable procedure. It is essential to have the possibility of reviewing the autoptic findings, especially when it is done for medico-legal purposes. Traditional photography is not always adequate to record forensic pract...

  • Article
  • Open Access
83 Citations
26,324 Views
30 Pages

Apple LiDAR Sensor for 3D Surveying: Tests and Results in the Cultural Heritage Domain

  • Lorenzo Teppati Losè,
  • Alessandra Spreafico,
  • Filiberto Chiabrando and
  • Fabio Giulio Tonolo

24 August 2022

The launch of the new iPad Pro by Apple in March 2020 generated high interest and expectations for different reasons; nevertheless, one of the new features that developers and users were interested in testing was the LiDAR sensor integrated into this...

  • Article
  • Open Access
3 Citations
2,745 Views
22 Pages

This paper examined the accuracy of six installed LiDAR sensors at six different signalized intersections in Trois-Rivières City, Quebec, Canada. At each intersection, the crucial leading and following movements that cause vehicle–vehicle (V2V) and v...

  • Article
  • Open Access
4,076 Views
11 Pages

17 June 2023

Fog interferes with traffic flow and causes major accidents. In foggy conditions, traffic accident death rates are higher than in other weather conditions. Research on fog dissipation technology is needed to reduce the incidence of accidents caused b...

  • Article
  • Open Access
20 Citations
8,761 Views
20 Pages

Adaptive Covariance Estimation Method for LiDAR-Aided Multi-Sensor Integrated Navigation Systems

  • Shifei Liu,
  • Mohamed Maher Atia,
  • Yanbin Gao and
  • Aboelmagd Noureldin

28 January 2015

The accurate estimation of measurements covariance is a fundamental problem in sensors fusion algorithms and is crucial for the proper operation of filtering algorithms. This paper provides an innovative solution for this problem and realizes the pro...

  • Article
  • Open Access
1,722 Views
23 Pages

LiDAR Sensor Parameter Augmentation and Data-Driven Influence Analysis on Deep-Learning-Based People Detection

  • Lukas Haas,
  • Florian Sanne,
  • Johann Zedelmeier,
  • Subir Das,
  • Thomas Zeh,
  • Matthias Kuba,
  • Florian Bindges,
  • Martin Jakobi and
  • Alexander W. Koch

14 May 2025

Light detection and ranging (LiDAR) sensor technology for people detection offers a significant advantage in data protection. However, to design these systems cost- and energy-efficiently, the relationship between the measurement data and final objec...

  • Article
  • Open Access
493 Views
20 Pages

Laser Pulse-Driven Multi-Sensor Time Synchronization Method for LiDAR Systems

  • Jiazhi Yang,
  • Xingguo Han,
  • Wenzhong Deng,
  • Hong Jin and
  • Biao Zhang

12 December 2025

Multi-sensor systems require precise time synchronization for accurate data fusion. However, currently prevalent software time synchronization methods often rely on clocks provided by the Global Navigation Satellite System (GNSS), which may not offer...

  • Article
  • Open Access
2 Citations
5,125 Views
20 Pages

20 January 2024

LiDAR sensors, pivotal in various fields like agriculture and robotics for tasks such as 3D object detection and map creation, are increasingly coupled with thermal cameras to harness heat information. This combination proves particularly effective i...

  • Article
  • Open Access
2 Citations
2,269 Views
15 Pages

4 May 2024

A distributed state observer is designed for state estimation and tracking of mobile robots amidst dynamic environments and occlusions within distributed LiDAR sensor networks. The proposed novel framework enhances three-dimensional bounding box dete...

  • Article
  • Open Access
106 Citations
20,641 Views
17 Pages

7 February 2020

Recent developments in sensor technologies such as Global Navigation Satellite Systems (GNSS), Inertial Measurement Unit (IMU), Light Detection and Ranging (LiDAR), radar, and camera have led to emerging state-of-the-art autonomous systems, such as d...

  • Article
  • Open Access
24 Citations
10,287 Views
17 Pages

An Automotive LiDAR Performance Test Method in Dynamic Driving Conditions

  • Jewoo Park,
  • Jihyuk Cho,
  • Seungjoo Lee,
  • Seokhwan Bak and
  • Yonghwi Kim

11 April 2023

The Light Detection and Ranging (LiDAR) sensor has become essential to achieving a high level of autonomous driving functions, as well as a standard Advanced Driver Assistance System (ADAS). LiDAR capabilities and signal repeatabilities under extreme...

  • Article
  • Open Access
26 Citations
5,187 Views
16 Pages

Data Registration with Ground Points for Roadside LiDAR Sensors

  • Rui Yue,
  • Hao Xu,
  • Jianqing Wu,
  • Renjuan Sun and
  • Changwei Yuan

5 June 2019

The Light Detection and Ranging (LiDAR) sensors are being considered as new traffic infrastructure sensors to detect road users’ trajectories for connected/autonomous vehicles and other traffic engineering applications. A LiDAR-enhanced traffic...

  • Article
  • Open Access
25 Citations
9,783 Views
14 Pages

Camera-LiDAR Multi-Level Sensor Fusion for Target Detection at the Network Edge

  • Javier Mendez,
  • Miguel Molina,
  • Noel Rodriguez,
  • Manuel P. Cuellar and
  • Diego P. Morales

9 June 2021

There have been significant advances regarding target detection in the autonomous vehicle context. To develop more robust systems that can overcome weather hazards as well as sensor problems, the sensor fusion approach is taking the lead in this cont...

  • Article
  • Open Access
7 Citations
4,140 Views
18 Pages

26 December 2022

Light detection and ranging (LiDAR) is often combined with an inertial measurement unit (IMU) to get the LiDAR inertial odometry (LIO) for robot localization and mapping. In order to apply LIO efficiently and non-specialistically, self-calibration LI...

  • Article
  • Open Access
20 Citations
10,236 Views
17 Pages

5 November 2019

Parking is a challenging task for autonomous vehicles and requires a centimeter level precision of distance measurement for safe parking at a destination to avoid collisions with nearby vehicles. In order to avoid collisions with parked vehicles whil...

  • Review
  • Open Access
38 Citations
18,312 Views
30 Pages

A Survey on Ground Segmentation Methods for Automotive LiDAR Sensors

  • Tiago Gomes,
  • Diogo Matias,
  • André Campos,
  • Luís Cunha and
  • Ricardo Roriz

5 January 2023

In the near future, autonomous vehicles with full self-driving features will populate our public roads. However, fully autonomous cars will require robust perception systems to safely navigate the environment, which includes cameras, RADAR devices, a...

  • Article
  • Open Access
66 Citations
10,117 Views
34 Pages

Behavioral Pedestrian Tracking Using a Camera and LiDAR Sensors on a Moving Vehicle

  • Martin Dimitrievski,
  • Peter Veelaert and
  • Wilfried Philips

18 January 2019

In this paper, we present a novel 2D–3D pedestrian tracker designed for applications in autonomous vehicles. The system operates on a tracking by detection principle and can track multiple pedestrians in complex urban traffic situations. By usi...

  • Article
  • Open Access
26 Citations
6,660 Views
16 Pages

Obstacle detection is crucial for the navigation of autonomous mobile robots: it is necessary to ensure their presence as accurately as possible and find their position relative to the robot. Autonomous mobile robots for indoor navigation purposes us...

  • Article
  • Open Access
81 Citations
12,779 Views
17 Pages

20 December 2019

This paper proposes a simple extrinsic calibration method for a multi-sensor system which consists of six image cameras and a 16-channel 3D LiDAR sensor using a planar chessboard. The six cameras are mounted on a specially designed hexagonal plate to...

  • Article
  • Open Access
9 Citations
8,128 Views
12 Pages

Multipath Estimation in Urban Environments from Joint GNSS Receivers and LiDAR Sensors

  • Khurram Ali,
  • Xin Chen,
  • Fabio Dovis,
  • David De Castro and
  • Antonio J. Fernández

30 October 2012

In this paper, multipath error on Global Navigation Satellite System (GNSS) signals in urban environments is characterized with the help of Light Detection and Ranging (LiDAR) measurements. For this purpose, LiDAR equipment and Global Positioning Sys...

  • Article
  • Open Access
14 Citations
10,642 Views
23 Pages

LiDAR-Based Sensor Fusion SLAM and Localization for Autonomous Driving Vehicles in Complex Scenarios

  • Kai Dai,
  • Bohua Sun,
  • Guanpu Wu,
  • Shuai Zhao,
  • Fangwu Ma,
  • Yufei Zhang and
  • Jian Wu

20 February 2023

LiDAR-based simultaneous localization and mapping (SLAM) and online localization methods are widely used in autonomous driving, and are key parts of intelligent vehicles. However, current SLAM algorithms have limitations in map drift and localization...

  • Article
  • Open Access
5,459 Views
25 Pages

LiDAR-IMU Sensor Fusion-Based SLAM for Enhanced Autonomous Navigation in Orchards

  • Seulgi Choi,
  • Xiongzhe Han,
  • Eunha Chang and
  • Haetnim Jeong

7 September 2025

Labor shortages and uneven terrain in orchards present significant challenges to autonomous navigation. This study proposes a navigation system that integrates Light Detection and Ranging (LiDAR) and Inertial Measurement Unit (IMU) data to enhance lo...

  • Article
  • Open Access
26 Citations
4,890 Views
18 Pages

Assessing the Capability and Potential of LiDAR for Weed Detection

  • Nooshin Shahbazi,
  • Michael B. Ashworth,
  • J. Nikolaus Callow,
  • Ajmal Mian,
  • Hugh J. Beckie,
  • Stuart Speidel,
  • Elliot Nicholls and
  • Ken C. Flower

26 March 2021

Conventional methods of uniformly spraying fields to combat weeds, requires large herbicide inputs at significant cost with impacts on the environment. More focused weed control methods such as site-specific weed management (SSWM) have become popular...

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