カテゴリー： QYResearch, 世界, 自動車

世界の自動運転ライダー市場インサイト及び予測（機械式、セミ＆ソリッド式、ソリッド式、その他）

◆英語タイトル：Global Autonomous Driving Lidar Market Insights, Forecast to 2028
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❖ レポートの概要 ❖

COVID-19のパンデミックにより、自動運転ライダーのグローバル市場規模は2022年にUS$xxxと推定され、調査期間中のCAGRはxxx％で、2028年までに再調整された規模はUS$xxxになると予測されています。この医療危機による経済変化を十分に考慮すると、2021年に自動運転ライダーの世界市場のxxx％を占める「機械式」タイプは、2028年までにUS$xxxの規模になり、パンデミック後の修正xxx％CAGRで成長すると予測されています。一方、「BEV」セグメントは、この予測期間を通じてxxx％のCAGRに変更されます。
自動運転ライダーの中国市場規模は2021年にUS$xxxと分析されており、米国とヨーロッパの市場規模はそれぞれUS$xxxとUS$xxxです。米国の割合は2021年にxxx％であり、中国とヨーロッパはそれぞれxxx％とxxx％です。中国の割合は2028年にxxx％に達し、対象期間を通じてxxx％のCAGRを記録すると予測されています。日本、韓国、東南アジアはアジアで注目市場であり、今後6年間のCAGRはそれぞれxxx％、xxx％、xxx％になる見通しです。ヨーロッパの自動運転ライダー市場については、ドイツは2028年までにUS$xxxに達すると予測されており、予測期間中のCAGRはxxx％になる見通しです。

自動運転ライダーのグローバル主要企業には、Velodyne Lidar、Valeo、Luminar Technologies、DENSO、Continental AG、Cepton、Innoviz、Ibeo、Livox (SZ DJI)、RoboSense、Hesai Technology、Innovusion、Huaweiなどがあります。2021年、世界のトップ5プレイヤーは売上ベースで約xxx％の市場シェアを占めています。

自動運転ライダー市場は、種類と用途によって区分されます。世界の自動運転ライダー市場のプレーヤー、利害関係者、およびその他の参加者は、当レポートを有益なリソースとして使用することで優位に立つことができます。セグメント分析は、2017年～2028年期間のタイプ別および用途別の販売量、売上、予測に焦点を当てています。

【種類別セグメント】
機械式、セミ＆ソリッド式、ソリッド式、その他

【用途別セグメント】
BEV、PHEV、その他

【掲載地域】
北米：アメリカ、カナダ
ヨーロッパ：ドイツ、フランス、イギリス、イタリア、ロシア
アジア太平洋：日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア
中南米：メキシコ、ブラジル、アルゼンチン
中東・アフリカ：トルコ、サウジアラビア、UAE

【目次（一部）】

・調査の範囲
- 自動運転ライダー製品概要
- 種類別市場（機械式、セミ＆ソリッド式、ソリッド式、その他）
- 用途別市場（BEV、PHEV、その他）
- 調査の目的
・エグゼクティブサマリー
- 世界の自動運転ライダー販売量予測2017-2028
- 世界の自動運転ライダー売上予測2017-2028
- 自動運転ライダーの地域別販売量
- 自動運転ライダーの地域別売上
- 北米市場
- ヨーロッパ市場
- アジア太平洋市場
- 中南米市場
- 中東・アフリカ市場
・メーカーの競争状況
- 主要メーカー別自動運転ライダー販売量
- 主要メーカー別自動運転ライダー売上
- 主要メーカー別自動運転ライダー価格
- 競争状況の分析
- 企業M&A動向
・種類別市場規模（機械式、セミ＆ソリッド式、ソリッド式、その他）
- 自動運転ライダーの種類別販売量
- 自動運転ライダーの種類別売上
- 自動運転ライダーの種類別価格
・用途別市場規模（BEV、PHEV、その他）
- 自動運転ライダーの用途別販売量
- 自動運転ライダーの用途別売上
- 自動運転ライダーの用途別価格
・北米市場
- 北米の自動運転ライダー市場規模（種類別、用途別）
- 主要国別の自動運転ライダー市場規模（アメリカ、カナダ）
・ヨーロッパ市場
- ヨーロッパの自動運転ライダー市場規模（種類別、用途別）
- 主要国別の自動運転ライダー市場規模（ドイツ、フランス、イギリス、イタリア、ロシア）
・アジア太平洋市場
- アジア太平洋の自動運転ライダー市場規模（種類別、用途別）
- 主要国別の自動運転ライダー市場規模（日本、中国、韓国、インド、オーストラリア、台湾、インドネシア、タイ、マレーシア）
・中南米市場
- 中南米の自動運転ライダー市場規模（種類別、用途別）
- 主要国別の自動運転ライダー市場規模（メキシコ、ブラジル、アルゼンチン）
・中東・アフリカ市場
- 中東・アフリカの自動運転ライダー市場規模（種類別、用途別）
- 主要国別の自動運転ライダー市場規模（トルコ、サウジアラビア）
・企業情報
Velodyne Lidar、Valeo、Luminar Technologies、DENSO、Continental AG、Cepton、Innoviz、Ibeo、Livox (SZ DJI)、RoboSense、Hesai Technology、Innovusion、Huawei
・産業チェーン及び販売チャネル分析
- 自動運転ライダーの産業チェーン分析
- 自動運転ライダーの原材料
- 自動運転ライダーの生産プロセス
- 自動運転ライダーの販売及びマーケティング
- 自動運転ライダーの主要顧客
・マーケットドライバー、機会、課題、リスク要因分析
- 自動運転ライダーの産業動向
- 自動運転ライダーのマーケットドライバー
- 自動運転ライダーの課題
- 自動運転ライダーの阻害要因
・主な調査結果

Autonomous Driving Lidar is a radar system used in the automotive industry that emits laser beams to detect the position, velocity, and other characteristic quantities of targets. Its working principle is to transmit a detection signal (laser beam) to the target, and then compare the received signal (target echo) reflected from the target with the transmitted signal, and after proper processing, the relevant information of the target can be obtained, such as Parameters such as target distance, bearing, height, speed, attitude, and even shape can be used to detect, track, identify and avoid targets.
Market Analysis and Insights: Global Autonomous Driving Lidar Market
Due to the COVID-19 pandemic, the global Autonomous Driving Lidar market size is estimated to be worth US$ million in 2022 and is forecast to a readjusted size of US$ million by 2028 with a CAGR of % during the forecast period 2022-2028. Fully considering the economic change by this health crisis, Mechanical Type accounting for % of the Autonomous Driving Lidar global market in 2021, is projected to value US$ million by 2028, growing at a revised % CAGR from 2022 to 2028. While BEV segment is altered to an % CAGR throughout this forecast period.
China Autonomous Driving Lidar market size is valued at US$ million in 2021, while the US and Europe Autonomous Driving Lidar are US$ million and US$ million, severally. The proportion of the US is % in 2021, while China and Europe are % and % respectively, and it is predicted that China proportion will reach % in 2028, trailing a CAGR of % through the analysis period 2022-2028. Japan, South Korea, and Southeast Asia are noteworthy markets in Asia, with CAGR %, %, and % respectively for the next 6-year period. As for the Europe Autonomous Driving Lidar landscape, Germany is projected to reach US$ million by 2028 trailing a CAGR of % over the forecast period 2022-2028.
The global key manufacturers of Autonomous Driving Lidar include Velodyne Lidar, Valeo, Luminar Technologies, DENSO, Continental AG, Cepton, Innoviz, Ibeo and Livox (SZ DJI), etc. In 2021, the global top five players have a share approximately % in terms of revenue.
In terms of production side, this report researches the Autonomous Driving Lidar capacity, production, growth rate, market share by manufacturers and by region (region level and country level), from 2017 to 2022, and forecast to 2028.
In terms of sales side, this report focuses on the sales of Autonomous Driving Lidar by region (region level and country level), by company, by Type and by Application. from 2017 to 2022 and forecast to 2028.
Global Autonomous Driving Lidar Scope and Segment
Autonomous Driving Lidar market is segmented by Type and by Application. Players, stakeholders, and other participants in the global Autonomous Driving Lidar market will be able to gain the upper hand as they use the report as a powerful resource. The segmental analysis focuses on production capacity, revenue and forecast by Type and by Application for the period 2017-2028.
Segment by Type
Mechanical Type
Semi-Solid Type
Solid State Type
Others
Segment by Application
BEV
PHEV
Others
By Company
Velodyne Lidar
Valeo
Luminar Technologies
DENSO
Continental AG
Cepton
Innoviz
Ibeo
Livox (SZ DJI)
RoboSense
Hesai Technology
Innovusion
Huawei
Production by Region
North America
Europe
China
Japan
South Korea
India
Consumption by Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
India
Australia
China Taiwan
Indonesia
Thailand
Malaysia
Latin America
Mexico
Brazil
Argentina
Colombia
Middle East & Africa
Turkey
Saudi Arabia
UAE

❖ レポートの目次 ❖

1 Study Coverage
1.1 Autonomous Driving Lidar Product Introduction
1.2 Market by Type
1.2.1 Global Autonomous Driving Lidar Market Size by Type, 2017 VS 2021 VS 2028
1.2.2 Mechanical Type
1.2.3 Semi-Solid Type
1.2.4 Solid State Type
1.2.5 Others
1.3 Market by Application
1.3.1 Global Autonomous Driving Lidar Market Size by Application, 2017 VS 2021 VS 2028
1.3.2 BEV
1.3.3 PHEV
1.3.4 Others
1.4 Study Objectives
1.5 Years Considered
2 Global Autonomous Driving Lidar Production
2.1 Global Autonomous Driving Lidar Production Capacity (2017-2028)
2.2 Global Autonomous Driving Lidar Production by Region: 2017 VS 2021 VS 2028
2.3 Global Autonomous Driving Lidar Production by Region
2.3.1 Global Autonomous Driving Lidar Historic Production by Region (2017-2022)
2.3.2 Global Autonomous Driving Lidar Forecasted Production by Region (2023-2028)
2.4 North America
2.5 Europe
2.6 China
2.7 Japan
2.8 South Korea
2.9 India
3 Global Autonomous Driving Lidar Sales in Volume & Value Estimates and Forecasts
3.1 Global Autonomous Driving Lidar Sales Estimates and Forecasts 2017-2028
3.2 Global Autonomous Driving Lidar Revenue Estimates and Forecasts 2017-2028
3.3 Global Autonomous Driving Lidar Revenue by Region: 2017 VS 2021 VS 2028
3.4 Global Autonomous Driving Lidar Sales by Region
3.4.1 Global Autonomous Driving Lidar Sales by Region (2017-2022)
3.4.2 Global Sales Autonomous Driving Lidar by Region (2023-2028)
3.5 Global Autonomous Driving Lidar Revenue by Region
3.5.1 Global Autonomous Driving Lidar Revenue by Region (2017-2022)
3.5.2 Global Autonomous Driving Lidar Revenue by Region (2023-2028)
3.6 North America
3.7 Europe
3.8 Asia-Pacific
3.9 Latin America
3.10 Middle East & Africa
4 Competition by Manufactures
4.1 Global Autonomous Driving Lidar Production Capacity by Manufacturers
4.2 Global Autonomous Driving Lidar Sales by Manufacturers
4.2.1 Global Autonomous Driving Lidar Sales by Manufacturers (2017-2022)
4.2.2 Global Autonomous Driving Lidar Sales Market Share by Manufacturers (2017-2022)
4.2.3 Global Top 10 and Top 5 Largest Manufacturers of Autonomous Driving Lidar in 2021
4.3 Global Autonomous Driving Lidar Revenue by Manufacturers
4.3.1 Global Autonomous Driving Lidar Revenue by Manufacturers (2017-2022)
4.3.2 Global Autonomous Driving Lidar Revenue Market Share by Manufacturers (2017-2022)
4.3.3 Global Top 10 and Top 5 Companies by Autonomous Driving Lidar Revenue in 2021
4.4 Global Autonomous Driving Lidar Sales Price by Manufacturers
4.5 Analysis of Competitive Landscape
4.5.1 Manufacturers Market Concentration Ratio (CR5 and HHI)
4.5.2 Global Autonomous Driving Lidar Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
4.5.3 Global Autonomous Driving Lidar Manufacturers Geographical Distribution
4.6 Mergers & Acquisitions, Expansion Plans
5 Market Size by Type
5.1 Global Autonomous Driving Lidar Sales by Type
5.1.1 Global Autonomous Driving Lidar Historical Sales by Type (2017-2022)
5.1.2 Global Autonomous Driving Lidar Forecasted Sales by Type (2023-2028)
5.1.3 Global Autonomous Driving Lidar Sales Market Share by Type (2017-2028)
5.2 Global Autonomous Driving Lidar Revenue by Type
5.2.1 Global Autonomous Driving Lidar Historical Revenue by Type (2017-2022)
5.2.2 Global Autonomous Driving Lidar Forecasted Revenue by Type (2023-2028)
5.2.3 Global Autonomous Driving Lidar Revenue Market Share by Type (2017-2028)
5.3 Global Autonomous Driving Lidar Price by Type
5.3.1 Global Autonomous Driving Lidar Price by Type (2017-2022)
5.3.2 Global Autonomous Driving Lidar Price Forecast by Type (2023-2028)
6 Market Size by Application
6.1 Global Autonomous Driving Lidar Sales by Application
6.1.1 Global Autonomous Driving Lidar Historical Sales by Application (2017-2022)
6.1.2 Global Autonomous Driving Lidar Forecasted Sales by Application (2023-2028)
6.1.3 Global Autonomous Driving Lidar Sales Market Share by Application (2017-2028)
6.2 Global Autonomous Driving Lidar Revenue by Application
6.2.1 Global Autonomous Driving Lidar Historical Revenue by Application (2017-2022)
6.2.2 Global Autonomous Driving Lidar Forecasted Revenue by Application (2023-2028)
6.2.3 Global Autonomous Driving Lidar Revenue Market Share by Application (2017-2028)
6.3 Global Autonomous Driving Lidar Price by Application
6.3.1 Global Autonomous Driving Lidar Price by Application (2017-2022)
6.3.2 Global Autonomous Driving Lidar Price Forecast by Application (2023-2028)
7 North America
7.1 North America Autonomous Driving Lidar Market Size by Type
7.1.1 North America Autonomous Driving Lidar Sales by Type (2017-2028)
7.1.2 North America Autonomous Driving Lidar Revenue by Type (2017-2028)
7.2 North America Autonomous Driving Lidar Market Size by Application
7.2.1 North America Autonomous Driving Lidar Sales by Application (2017-2028)
7.2.2 North America Autonomous Driving Lidar Revenue by Application (2017-2028)
7.3 North America Autonomous Driving Lidar Sales by Country
7.3.1 North America Autonomous Driving Lidar Sales by Country (2017-2028)
7.3.2 North America Autonomous Driving Lidar Revenue by Country (2017-2028)
7.3.3 United States
7.3.4 Canada
8 Europe
8.1 Europe Autonomous Driving Lidar Market Size by Type
8.1.1 Europe Autonomous Driving Lidar Sales by Type (2017-2028)
8.1.2 Europe Autonomous Driving Lidar Revenue by Type (2017-2028)
8.2 Europe Autonomous Driving Lidar Market Size by Application
8.2.1 Europe Autonomous Driving Lidar Sales by Application (2017-2028)
8.2.2 Europe Autonomous Driving Lidar Revenue by Application (2017-2028)
8.3 Europe Autonomous Driving Lidar Sales by Country
8.3.1 Europe Autonomous Driving Lidar Sales by Country (2017-2028)
8.3.2 Europe Autonomous Driving Lidar Revenue by Country (2017-2028)
8.3.3 Germany
8.3.4 France
8.3.5 U.K.
8.3.6 Italy
8.3.7 Russia
9 Asia Pacific
9.1 Asia Pacific Autonomous Driving Lidar Market Size by Type
9.1.1 Asia Pacific Autonomous Driving Lidar Sales by Type (2017-2028)
9.1.2 Asia Pacific Autonomous Driving Lidar Revenue by Type (2017-2028)
9.2 Asia Pacific Autonomous Driving Lidar Market Size by Application
9.2.1 Asia Pacific Autonomous Driving Lidar Sales by Application (2017-2028)
9.2.2 Asia Pacific Autonomous Driving Lidar Revenue by Application (2017-2028)
9.3 Asia Pacific Autonomous Driving Lidar Sales by Region
9.3.1 Asia Pacific Autonomous Driving Lidar Sales by Region (2017-2028)
9.3.2 Asia Pacific Autonomous Driving Lidar Revenue by Region (2017-2028)
9.3.3 China
9.3.4 Japan
9.3.5 South Korea
9.3.6 India
9.3.7 Australia
9.3.8 China Taiwan
9.3.9 Indonesia
9.3.10 Thailand
9.3.11 Malaysia
10 Latin America
10.1 Latin America Autonomous Driving Lidar Market Size by Type
10.1.1 Latin America Autonomous Driving Lidar Sales by Type (2017-2028)
10.1.2 Latin America Autonomous Driving Lidar Revenue by Type (2017-2028)
10.2 Latin America Autonomous Driving Lidar Market Size by Application
10.2.1 Latin America Autonomous Driving Lidar Sales by Application (2017-2028)
10.2.2 Latin America Autonomous Driving Lidar Revenue by Application (2017-2028)
10.3 Latin America Autonomous Driving Lidar Sales by Country
10.3.1 Latin America Autonomous Driving Lidar Sales by Country (2017-2028)
10.3.2 Latin America Autonomous Driving Lidar Revenue by Country (2017-2028)
10.3.3 Mexico
10.3.4 Brazil
10.3.5 Argentina
10.3.6 Colombia
11 Middle East and Africa
11.1 Middle East and Africa Autonomous Driving Lidar Market Size by Type
11.1.1 Middle East and Africa Autonomous Driving Lidar Sales by Type (2017-2028)
11.1.2 Middle East and Africa Autonomous Driving Lidar Revenue by Type (2017-2028)
11.2 Middle East and Africa Autonomous Driving Lidar Market Size by Application
11.2.1 Middle East and Africa Autonomous Driving Lidar Sales by Application (2017-2028)
11.2.2 Middle East and Africa Autonomous Driving Lidar Revenue by Application (2017-2028)
11.3 Middle East and Africa Autonomous Driving Lidar Sales by Country
11.3.1 Middle East and Africa Autonomous Driving Lidar Sales by Country (2017-2028)
11.3.2 Middle East and Africa Autonomous Driving Lidar Revenue by Country (2017-2028)
11.3.3 Turkey
11.3.4 Saudi Arabia
11.3.5 UAE
12 Corporate Profiles
12.1 Velodyne Lidar
12.1.1 Velodyne Lidar Corporation Information
12.1.2 Velodyne Lidar Overview
12.1.3 Velodyne Lidar Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.1.4 Velodyne Lidar Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.1.5 Velodyne Lidar Recent Developments
12.2 Valeo
12.2.1 Valeo Corporation Information
12.2.2 Valeo Overview
12.2.3 Valeo Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.2.4 Valeo Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.2.5 Valeo Recent Developments
12.3 Luminar Technologies
12.3.1 Luminar Technologies Corporation Information
12.3.2 Luminar Technologies Overview
12.3.3 Luminar Technologies Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.3.4 Luminar Technologies Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.3.5 Luminar Technologies Recent Developments
12.4 DENSO
12.4.1 DENSO Corporation Information
12.4.2 DENSO Overview
12.4.3 DENSO Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.4.4 DENSO Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.4.5 DENSO Recent Developments
12.5 Continental AG
12.5.1 Continental AG Corporation Information
12.5.2 Continental AG Overview
12.5.3 Continental AG Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.5.4 Continental AG Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.5.5 Continental AG Recent Developments
12.6 Cepton
12.6.1 Cepton Corporation Information
12.6.2 Cepton Overview
12.6.3 Cepton Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.6.4 Cepton Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.6.5 Cepton Recent Developments
12.7 Innoviz
12.7.1 Innoviz Corporation Information
12.7.2 Innoviz Overview
12.7.3 Innoviz Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.7.4 Innoviz Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.7.5 Innoviz Recent Developments
12.8 Ibeo
12.8.1 Ibeo Corporation Information
12.8.2 Ibeo Overview
12.8.3 Ibeo Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.8.4 Ibeo Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.8.5 Ibeo Recent Developments
12.9 Livox (SZ DJI)
12.9.1 Livox (SZ DJI) Corporation Information
12.9.2 Livox (SZ DJI) Overview
12.9.3 Livox (SZ DJI) Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.9.4 Livox (SZ DJI) Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.9.5 Livox (SZ DJI) Recent Developments
12.10 RoboSense
12.10.1 RoboSense Corporation Information
12.10.2 RoboSense Overview
12.10.3 RoboSense Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.10.4 RoboSense Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.10.5 RoboSense Recent Developments
12.11 Hesai Technology
12.11.1 Hesai Technology Corporation Information
12.11.2 Hesai Technology Overview
12.11.3 Hesai Technology Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.11.4 Hesai Technology Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.11.5 Hesai Technology Recent Developments
12.12 Innovusion
12.12.1 Innovusion Corporation Information
12.12.2 Innovusion Overview
12.12.3 Innovusion Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.12.4 Innovusion Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.12.5 Innovusion Recent Developments
12.13 Huawei
12.13.1 Huawei Corporation Information
12.13.2 Huawei Overview
12.13.3 Huawei Autonomous Driving Lidar Sales, Price, Revenue and Gross Margin (2017-2022)
12.13.4 Huawei Autonomous Driving Lidar Product Model Numbers, Pictures, Descriptions and Specifications
12.13.5 Huawei Recent Developments
13 Industry Chain and Sales Channels Analysis
13.1 Autonomous Driving Lidar Industry Chain Analysis
13.2 Autonomous Driving Lidar Key Raw Materials
13.2.1 Key Raw Materials
13.2.2 Raw Materials Key Suppliers
13.3 Autonomous Driving Lidar Production Mode & Process
13.4 Autonomous Driving Lidar Sales and Marketing
13.4.1 Autonomous Driving Lidar Sales Channels
13.4.2 Autonomous Driving Lidar Distributors
13.5 Autonomous Driving Lidar Customers
14 Market Drivers, Opportunities, Challenges and Risks Factors Analysis
14.1 Autonomous Driving Lidar Industry Trends
14.2 Autonomous Driving Lidar Market Drivers
14.3 Autonomous Driving Lidar Market Challenges
14.4 Autonomous Driving Lidar Market Restraints
15 Key Finding in The Global Autonomous Driving Lidar Study
16 Appendix
16.1 Research Methodology
16.1.1 Methodology/Research Approach
16.1.2 Data Source
16.2 Author Details
16.3 Disclaimer

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