motion planning of autonomous vehicles in a non-autonomous vehicle environment without speed lanes,

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Post Graduate Seminar rkala.99k.org 14 November 2012 Motion Planning of Autonomous Vehicles Rahul Kala Presentation of the paper: Kala, K. Warwick (2013) Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes, Engineering Applications of Artificial Intelligence, 26(5-6): 1588–1601.

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Page 1: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar rkala.99k.org14 November 2012

Motion Planning of Autonomous VehiclesRahul Kala

Presentation of the paper: Kala, K. Warwick (2013) Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes, Engineering Applications of Artificial Intelligence, 26(5-6): 1588–1601.

Page 2: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

A run through the background1. The Problem

2. The Traffic(Speed Lanes)

3. The Transition

Image Courtesy: railway-technical.com, blogs.abc.net.au/

Task Diversity

Size Diversity

Speed Diversity

Page 3: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar rkala.99k.org

Rahul Kala

Vehicle Packing in

RoadsStudent

Packing at 188, Call Centre Lab

14 November 2012

v/s

Page 4: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Disclaimer

All characters and acronyms used in this presentation are fictitious. Resemblance to any student studying or passed out is purely coincidental

Page 5: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

The Problem

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Image Courtesy: SSE, UoR

Page 6: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

The ‘Cause’ of the Problem

Vehicle PackingMinimum

road width

Maximum road width

0.25, 0.5, 1 (lanes), entire road?

Student PackingMinimum

Desk Space

Maximum Desk Space

1, 1.5, 2, entire row?

Page 7: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Objectives

Vehicle Packing

Maximize Separation

Join Vehicle Pool Ahead

Student Packing

Maximize number of desks

Desks with screen ‘hidden’ from door

entry

Page 8: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

The Approach

The rules of the GAME

Page 9: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 1: Obstacle Avoidance

Page 10: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 1’: JR Replacement

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Page 11: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 2: Centring

Page 12: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 2’: CK Expansion

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Page 13: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 3: Lane Change

Would it be OK to turn??

Page 14: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 3’: S-P-R-E-A-D Meetings

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Would it be OK to change??

Page 15: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 4: Overtake

Can I fit in??

Side? Place?

Page 16: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 4: Overtake

Page 17: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 4’: AM Jump

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Page 18: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 5-7: Single Lane Overtake

Initiation Completion

Cancellation

Page 19: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 5’-7’: Exits and Returns

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MR Exit

MR Initiation

MA Initiation

MA Return

Page 20: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 8: Be Overtaken

Page 21: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 8’: CB Condensation

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Page 22: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 9: Maintain Separation Steer

Page 23: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 9’: ImH/HS Shift

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Page 24: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 10: Slow Down

Page 25: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Rule 10’: CjS Retrieval

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Page 26: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 11: Discover Conflicting Interests

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Post Graduate Seminar

Rule 11’: MS/MS Confusion

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Page 28: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

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Rule 12: Travel Straight

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Post Graduate Seminar

Rule 12’: Stay at your place!

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Page 30: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

To SummarizeVehicle PackingObstacle

Avoidance

Centring

Lane Change

Overtake

Student Packing

JR Replacement

CK Expansion

S-P-R-E-A-D Meetings

AM Jump

Page 31: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

To SummarizeVehicle PackingSingle Lane

Overtake InitiationSingle Lane Overtake

CompletionSingle Lane Overtake

Cancelation

Be Overtaken

Student PackingMR/MA Exit Initiation

MR Exit

MA Return

CB Condensation

Page 32: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

To SummarizeVehicle Packing

Maintain Separation Steer

Slow Down

Discover Conflicting Interests

Travel Straight

Student Packing

ImH/HS Shift

CjS Retrieval

MS/MS Confusion

Stay at your place

Page 33: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

AND SOME ROBOTICS

Page 34: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Choicessince one turn at a time is modelled

Page 35: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Choices

Page 36: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Choicessince one turn at a time is modelled

Page 37: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

Bounds

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Page 38: Motion Planning of Autonomous Vehicles in a Non-Autonomous Vehicle Environment without Speed Lanes,

Post Graduate Seminar

THANK YOU

Image Courtesy: wikimedia.org