Instant Tech Insights Lidar on June 21st 2022

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Instant Tech Insights
_at_ (1) Click
Lidar
Analysis as of 2022-07-21
Machine Generated Insights
The insights were generated in an incredible 1676
seconds.
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Machine Generated Insights
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How to read the report?

• Guideline
• These reports are meant to give you a quick
  overview of the technology trends around the
  keyword. Use it as a way to quickly understand an
  area or as a way to check your hunch. Run
  queries for related keywords to get a more
  holistic picture of the area.
• Where is it most useful?

Get inputs for RD roadmap See pages with title
"What are the focus topic areas?" under
Research View Align tech stack to industry See
pages with title "What are developers focused
on?" Understand investment maturity See pages
with title "Top applicants", "What are the key
topics?" etc under patents section Identifying
trends to keep an eye out for See pages with
title "What are the focus areas?"
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Research View

Let us understand technology advancements.
Research agenda is key to understanding the
upcoming technologies that are being researched
that will have a major influence in this space.
We do this by analysing research papers to
understand emerging technologies. Two categories
you will see


Where is the research focused on? What are
developer questions focused on?
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What are the focus areas?

We analyze 2453 research papers Let us take 3
views of what areas are being researched. 1)
basis words in the abstract 2) basis topic
classification of the papers 3) discipline
classification The top trends basis words are
seen in the chart object detection, 3d object,
autonomous driving, autonomous vehicle, neural
network are the top 5 areas

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What are the key topics?

The top trends basis topics are seen below
Multimodal_interaction, Global_Positioning_System,
Virtual_reality, Market_research,
3D_computer_graphics are the top 5 areas
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What are the key disciplines of research focus?

Research progresses across multiple disciplines.
The top discipline trends are seen below that
provides insights on how the topic is
evolving. The top 5 disciplines
are discipline_1 Computer Vision and Pattern
Recognition discipline_2 Robotics discipline_3
Quantum Physics discipline_4 Computer Vision
and Pattern RecognitionRobotics discipline_5
RoboticsComputer Vision and Pattern Recognition


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What are the top cited papers?

Citation of a paper is a key measure of
importance of a technology/ concept articluated
in a paper. Here we list the titles of top cited
papers show a timeline of the top cited
papers. Cited count 1685 Title Lidar Remote
Sensing for Ecosystem Studies Cited count 1085
Title LOAM Lidar Odometry and Mapping in
Real-time Cited count 824 Title Real-time loop
closure in 2D LIDAR SLAM Cited count 785 Title
Mapping forest canopy height globally with
spaceborne lidar Cited count 526 Title
Development of a UAV-LiDAR System with
Application to Forest Inventory





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What are developers focused on?

As part of RD developers build and in the
process as questions in developer forums. Let us
understand trends from this source. A total of
600 questions were analyzed. lidar, python, c,
point-clouds, arkit are the top 5 areas

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Patents View

Now that weve understood the future research
view let us switch gears to understand companies
that are investing leveraging these technology
advancements. Patent analysis is key to
understanding technologies that are being
utilized in this space. This also gives us an
insight into organizations that will play a key
role going forward. Two categories you will see


Analysis of patenting trends Company landscape
analysis
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What are patent filings trends?

A total of 29837 patents were seen over the years.
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What is change in applicants?

The chart shows change in number of applicants/
innovators An increase would suggest new entrants
while a decrease would suggest consolidation of
innovation amongst smaller set of companies

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Who are top applicants?

The chart shows change in number of applicants/
innovators
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Who are new entrants?

A vibrant area is one where new entrants are
filing patents. Here are companies that have
filed in last 5 years sorted by number of
citations of their patents.
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What are the focus areas?

The chart shows change in focus areas over time
in the last 5 years OR the latest 9155 were
analyzed

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What are the key topics?

The top trends basis topics in the last 5 years
are seen below Laser_art, Measuring_instruments,
Sonar, Global_Positioning_System,
Antennas_(radio) are the top 5 areas

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What are the key disciplines?

Patenting progresses across multiple disciplines.
The top discipline trends are seen below that
provides insights on how the area is
evolving. The top 5 disciplines are cpc_1
Constructional features, e.g. arrangements of
optical elements relating to scanning cpc_2
Lidar systems specially adapted for specific
applications for mapping or imaging cpc_3 Lidar
systems specially adapted for specific
applications for anti-collision purposes of land
vehicles cpc_4 Means for monitoring or
calibrating cpc_5 Simultaneous measurement of
distance and other co-ordinates




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What are the emerging discipline areas?

• Emerging discpilines that are picking steam in
  the last couple of years is shown in the chart.
• The top 5 emerging disciplines are
• cpc_1 Planning or execution of driving tasks
  specially adapted for specific operations
• cpc_2 Navigation Navigational instruments not
  provided for in groups G01C1/00 - G01C19/00 by
  using measurements of speed or acceleration
  executed aboard the object being navigated Dead
  reckoning by integrating acceleration or speed,
  i.e. inertial navigation combined with
  non-inertial navigation instruments with ranging
  devices, e.g. LIDAR or RADAR
• cpc_3 Planning or execution of driving tasks
  involving control alternatives for a single
  driving scenario, e.g. planning several paths to
  avoid obstacles
• cpc_4 Cleaning windscreens, windows or optical
  devices specially adapted for cleaning other
  parts or devices than front windows or
  windscreens for signalling devices, e.g.
  reflectors the operation of at least a part of
  the cleaning means being controlled by electric
  means
• cpc_5 Making measurements of geologic samples,
• e.g. measurements of moisture, pH, porosity,
  permeability, tortuosity or viscosity

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What are the top cited patents?

Citation of a patent is a key measure of
importance of a technology/ concept articluated
in the patent. Here we list the titles of top
cited patents show a timeline of the top cited
patents. Cited count 1172 Title GPS vehicle
collision avoidance warning and control system
and method Cited count 540 Title Bar code
symbol reading system supporting visual or/and
audible display of product scan speed for
throughput optimization in point of sale (POS)
environments Cited count 523 Title Symbol
reading system Cited count 489 Title GPS
vehicle collision avoidance warning and control
system and method Cited count 426 Title
Camera-based tracking and position determination
for sporting events




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What are the emerging cited patents?

Here we list the titles of top cited patents in
last 12 months show a timeline of the top
cited patents adjusted for age.
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This report was auto generated by CodeAI
algorithms driven machine on 2022-07-21 We
thank you for considering us for your business
insight needs. Need more in depth analysis or
have suggestions do write to us at
info_at_decodem.ai Disclaimer The situation
surrounding technologies trends is dynamic and
rapidly evolving, on a daily basis. Although we
have taken great care prior to producing this
presentation, it represents Decodem Technologies
Pvt Ltds view at a particular point in
time Decodem Technologies Pvt Ltd does not
provide investment, legal, medical or other
regulated advice or guarantee results. These
materials reflect general insight based on
information currently available and do not
contain all of the information needed to
determine a future course of action. Such
information has not been generated or
independently verified by Decodem Technologies
Pvt Ltd and is inherently uncertain and subject
to change. Decodem Technologies Pvt Ltd has no
obligation to update these materials and makes
no representation or warranty and expressly
disclaims any liability with respect
thereto Conclusions contained in these materials
are based upon Machine Learning methodologies,
are not definitive forecasts, and are not
guaranteed by Decodem Technologies Pvt Ltd
(c) All Rights Reserved
Machine Generated Insights