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Ramudroid
A solar powered robot to clean roads
by Altanai Bisht
Presentation for Women in Robotics Boston
( 10 Aug 2021 )
2
Hello!
I am Altanai Bisht
Inventor of
RamuDroid, a friendly
autonomous Road-
Cleaning robot
I am a student of MS in Computer Science at Seattle university.
I am also a SME in CPaaS, carrier-grade WebRTC-SIP telecom
platforms for Unified communication-collaboration, signalling
gateways, SBC, soft turrets, IoT-surveillance and telecom
integrations.
Ardent contributor to Open Source software, avid freelancer.
Interests include classification, detection and optimization for
real time time Communication.
Author of the book WebRTC Integrator's Guide,
https://www.packtpub.com/in/web-development/webrtc-
integrators-guide
website: https://telecom.altanai.com/
Linkedin - https://www.linkedin.com/in/altanai/
3
Littering and illegal dumping
- Unsegregated waste
- Environmental Problems
- Attracts pests
- One visible piece of litter , encourages
more people to litter around the same
place
- disruption in waterways
- possibility of a fire
- Biohazard ( used masks ,
syringes )
4
Problem
5
Problem
Geograph Ireland
Debris along Edergole Road © Kenneth Allen
cc-by-sa/2.0 :: Geograph Ireland
Img source : alamy
6
Img source : the logical indian
Img source : getty images
Robot to pick up litter
7
- Identifies garbage
- Pick and collects into bin
- Prevents garbage accumulation
- Surveillance to nab the culprits
8
Ramudroid’s Working principle for garbage collection
1. Litter comes between rotating
brushes
2. Litter is picked by brushes
and pushed upwards
3. Brushes push it towards the
tray
9
WebRTC uv4l
driver
Node Js
webserver
WebRTC
browser
Js modules
WebRTC
Server
Signalling over
ws and wss
Webrtc session
@altanai
http://raspberrypi:9000/stream
/webrtc
VP8/VP9
/Opus
HTTP
REST
mongo
Live Streaming on WebRTC Peer 2 peer
Camera Feed
Logs
Recorded
videos
MCU or TURN
10
11
Improvisations
Ramudorid v 7.5
(aka Surajdroid)
12
An autonomous robotic vehicle to pick up litter from roads
- No vacuum , uses brushes , Energy efficient
- Solar Energy Driven
- Targets litter using computer vision
- Real Time Surveillance via direct streaming
13
14
Garbage Classification
Classify recyclable from non-
recyclable garbage
Sun tracker PV
Maximize power gain by
tracking the sun and titling the
angle for the PV
Senors
- Co2
- Gas
- rain
- Humidity
- Heat
Track elevation, Angular
Velocity and acceleration
MPU6050
(accelerometer/gyroscope) and
AK8963 (magnetometer)
3D mapping of terrain
● LiDar – depth sending
● Steroscopic vision –
dual camras
Reinforcement Learning
RoadMap
15
Dashboard / Console
Remote control for the robot
16
Ramudorid v2 Web control Dashboard for Robot navigation
and control with WebRTC based p2p streaming
17
V5 GPS navigation , sensors , Augmented reality
integration on WebRTC stream
18
V7.5 Real Time Streaming Console
19
Hardware and Assembly
Equipment and Working Components
20
Driving Unit
Cleaning Unit
Body and chassis
21
Power And Charge Devices
1. Solar Panel MicroSun MS 12v 60 WP
2. Solar charger Controller
3. Battery 11.1 V 2200 mAh
Frame and Motion Assembly
1. Wheels 10 cm diameter
2. Tray
3. Frame Assembly
4. Arduino to control Motors Drivers
5. Motor Driver
6. LCD display
Electronics , Communicating modules and Sensors
1. Raspberry Pi Moddel B+/ 4
2. GPS module
3. GSM module
4. Camera 5 MP Board Module
Architecture and Components
Diagrammatic description of Robot and its associated system
22
How it started and how is it going
23
Ramudorid v7.5 ( aka Surajdroid) back assembly
(yes it needs an enclosure ! )
24
System Diagram
25
Power and Design
Solar power + battery backup
26
27
Solar specification
● Maximum Power (Pmax) – 60 Wp
● Voltage at Maximum Power (Vmpp) – 18.1 V
● Current at Maximum Power (Impp) – 3.32 A
● Open Circuit Voltage (Voc) – 22.32 V
● Short Circuit Current (Isc) – 3.63 A
● Standard Test Conditions (STC): air mass AM 1.5, irradiance 1000W/m2, cell Temperature 25°C
● Maximum System Voltage 1000 V
Material Data
● Panel Dimension (H/W/D) 705x655x35 mm
● Weight 6 kg
● Cell - Polycrystalline ,156×156 mm
● Cell Number 36
Garbage Detection
Computer Vision and Image training
28
Model training on garbage
29
30
31
Analytics on
Garbage
Identification
stats
Ramudroid in the Making
Questions ??
Presenting Ramudroid @OpenSourceIndia
33
Presenting Ramudroid
@TeachforIndia
Presenting Ramudroid v5 at Grace
Hopper ( 2017)
34
This presentations uses the following typographies and colors:
● Titles: Amatic SC
● Body copy: Merriweather
● Presentation template by SlidesCarnival
● Photographs by Unsplash
● PPT theme
Credits :
Extra Resources
More facts / Links
36
Robot Communication Modules
37
To learn more or contribute to open source
HackerDay
https://hackaday.io/project/17380
1-surajdroid
Github
Its Open Source ! & You
are welcome to contribute
https://github.com/altanai/
Ramudroid
38
https://medium.com/ramudroid

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Ramudroid presented in woman in robotics 2021

  • 1. Ramudroid A solar powered robot to clean roads by Altanai Bisht Presentation for Women in Robotics Boston ( 10 Aug 2021 )
  • 2. 2 Hello! I am Altanai Bisht Inventor of RamuDroid, a friendly autonomous Road- Cleaning robot
  • 3. I am a student of MS in Computer Science at Seattle university. I am also a SME in CPaaS, carrier-grade WebRTC-SIP telecom platforms for Unified communication-collaboration, signalling gateways, SBC, soft turrets, IoT-surveillance and telecom integrations. Ardent contributor to Open Source software, avid freelancer. Interests include classification, detection and optimization for real time time Communication. Author of the book WebRTC Integrator's Guide, https://www.packtpub.com/in/web-development/webrtc- integrators-guide website: https://telecom.altanai.com/ Linkedin - https://www.linkedin.com/in/altanai/ 3
  • 4. Littering and illegal dumping - Unsegregated waste - Environmental Problems - Attracts pests - One visible piece of litter , encourages more people to litter around the same place - disruption in waterways - possibility of a fire - Biohazard ( used masks , syringes ) 4 Problem
  • 5. 5 Problem Geograph Ireland Debris along Edergole Road © Kenneth Allen cc-by-sa/2.0 :: Geograph Ireland Img source : alamy
  • 6. 6 Img source : the logical indian Img source : getty images
  • 7. Robot to pick up litter 7 - Identifies garbage - Pick and collects into bin - Prevents garbage accumulation - Surveillance to nab the culprits
  • 8. 8 Ramudroid’s Working principle for garbage collection 1. Litter comes between rotating brushes 2. Litter is picked by brushes and pushed upwards 3. Brushes push it towards the tray
  • 9. 9 WebRTC uv4l driver Node Js webserver WebRTC browser Js modules WebRTC Server Signalling over ws and wss Webrtc session @altanai http://raspberrypi:9000/stream /webrtc VP8/VP9 /Opus HTTP REST mongo Live Streaming on WebRTC Peer 2 peer Camera Feed Logs Recorded videos MCU or TURN
  • 10. 10
  • 11. 11
  • 12. Improvisations Ramudorid v 7.5 (aka Surajdroid) 12 An autonomous robotic vehicle to pick up litter from roads - No vacuum , uses brushes , Energy efficient - Solar Energy Driven - Targets litter using computer vision - Real Time Surveillance via direct streaming
  • 13. 13
  • 14. 14
  • 15. Garbage Classification Classify recyclable from non- recyclable garbage Sun tracker PV Maximize power gain by tracking the sun and titling the angle for the PV Senors - Co2 - Gas - rain - Humidity - Heat Track elevation, Angular Velocity and acceleration MPU6050 (accelerometer/gyroscope) and AK8963 (magnetometer) 3D mapping of terrain ● LiDar – depth sending ● Steroscopic vision – dual camras Reinforcement Learning RoadMap 15
  • 16. Dashboard / Console Remote control for the robot 16
  • 17. Ramudorid v2 Web control Dashboard for Robot navigation and control with WebRTC based p2p streaming 17
  • 18. V5 GPS navigation , sensors , Augmented reality integration on WebRTC stream 18
  • 19. V7.5 Real Time Streaming Console 19
  • 20. Hardware and Assembly Equipment and Working Components 20 Driving Unit Cleaning Unit Body and chassis
  • 21. 21 Power And Charge Devices 1. Solar Panel MicroSun MS 12v 60 WP 2. Solar charger Controller 3. Battery 11.1 V 2200 mAh Frame and Motion Assembly 1. Wheels 10 cm diameter 2. Tray 3. Frame Assembly 4. Arduino to control Motors Drivers 5. Motor Driver 6. LCD display Electronics , Communicating modules and Sensors 1. Raspberry Pi Moddel B+/ 4 2. GPS module 3. GSM module 4. Camera 5 MP Board Module
  • 22. Architecture and Components Diagrammatic description of Robot and its associated system 22
  • 23. How it started and how is it going 23
  • 24. Ramudorid v7.5 ( aka Surajdroid) back assembly (yes it needs an enclosure ! ) 24
  • 26. Power and Design Solar power + battery backup 26
  • 27. 27 Solar specification ● Maximum Power (Pmax) – 60 Wp ● Voltage at Maximum Power (Vmpp) – 18.1 V ● Current at Maximum Power (Impp) – 3.32 A ● Open Circuit Voltage (Voc) – 22.32 V ● Short Circuit Current (Isc) – 3.63 A ● Standard Test Conditions (STC): air mass AM 1.5, irradiance 1000W/m2, cell Temperature 25°C ● Maximum System Voltage 1000 V Material Data ● Panel Dimension (H/W/D) 705x655x35 mm ● Weight 6 kg ● Cell - Polycrystalline ,156×156 mm ● Cell Number 36
  • 28. Garbage Detection Computer Vision and Image training 28
  • 29. Model training on garbage 29
  • 30. 30
  • 32. Ramudroid in the Making Questions ??
  • 33. Presenting Ramudroid @OpenSourceIndia 33 Presenting Ramudroid @TeachforIndia Presenting Ramudroid v5 at Grace Hopper ( 2017)
  • 34. 34 This presentations uses the following typographies and colors: ● Titles: Amatic SC ● Body copy: Merriweather ● Presentation template by SlidesCarnival ● Photographs by Unsplash ● PPT theme Credits :
  • 36. 36
  • 38. To learn more or contribute to open source HackerDay https://hackaday.io/project/17380 1-surajdroid Github Its Open Source ! & You are welcome to contribute https://github.com/altanai/ Ramudroid 38 https://medium.com/ramudroid