multiple uav rendezvous with collision avoidance

14
Multiple UAV Rendezvous with Collision Avoidance Joel George and Debasish Ghose Guidance, Control, and Decision Systems Laboratory (GCDSL) Department of Aerospace Engineering, Indian Institute of Science, Bangalore India 560012.

Upload: vea

Post on 22-Feb-2016

39 views

Category:

Documents


1 download

DESCRIPTION

Multiple UAV Rendezvous with Collision Avoidance. Joel George and Debasish Ghose Guidance, Control, and Decision Systems Laboratory (GCDSL) Department of Aerospace Engineering, Indian Institute of Science, Bangalore India 560012. Introduction. - PowerPoint PPT Presentation

TRANSCRIPT

Page 1: Multiple UAV Rendezvous with Collision Avoidance

Multiple UAV Rendezvous with Collision Avoidance

Joel George and Debasish GhoseGuidance, Control, and Decision Systems Laboratory

(GCDSL)Department of Aerospace Engineering,Indian Institute of Science, Bangalore

India 560012.

Page 2: Multiple UAV Rendezvous with Collision Avoidance

Introduction Rendezvous: meeting at a pre-planned time and

place Rendezvous of multiple UAVs

For simultaneous deployment of resources To exchange resources or critical information

Rendezvous of multiple UAVs when some of the UAVs have to do collision avoidance maneuvers en route

Page 3: Multiple UAV Rendezvous with Collision Avoidance

Assumptions Kinematic UAV model

is the position, is the velocity, is the heading, and is the turn rate command of UAV

Global communication between UAVs

cossin

i i i

i i i

i i

x vy v

a

( , )i ix y i

iaiv

i

Page 4: Multiple UAV Rendezvous with Collision Avoidance

Solution Approach Rendezvous via consensus on Estimated Time of

Arrival (ETA) at target ETA at target obtained from Dubins path to target Arrive at a consensus on ETA by adjusting

velocities.

(ETA )ii iv f N

Page 5: Multiple UAV Rendezvous with Collision Avoidance

Solution Approach

Average consensus

In principle, any consensus protocol can be used. Average consensus protocol is used for the purpose of illustration

1(ETA ) ETA ETA| |i

i

i i jji

f

NNN

Page 6: Multiple UAV Rendezvous with Collision Avoidance

Handling velocity bounds If a UAV hits the maximum velocity bound, it

stays with that velocity If a UAV hits the minimum velocity bound, it

stays with that velocity and in addition does a wandering maneuver (move away from target)

Page 7: Multiple UAV Rendezvous with Collision Avoidance

Wandering maneuver example Example of a case where one UAV (red) hits upper velocity bound while

other (green) hits lower velocity bound but still achieves a rendezvous

Page 8: Multiple UAV Rendezvous with Collision Avoidance

Rendezvous without collision avoidance Example of rendezvous of 10 UAVs

Page 9: Multiple UAV Rendezvous with Collision Avoidance

Rendezvous with collision avoidance Rendezvous of 5 UAVs with collision avoidance

Page 10: Multiple UAV Rendezvous with Collision Avoidance

Target tracking Target tracking with a stand-off radius Target tracking can be achieved by a little

modification in the rendezvous via consensus algorithm

Stand-off radius achieved by keeping the ETA to target constant

Page 11: Multiple UAV Rendezvous with Collision Avoidance

Target tracking Tracking a stationary target

Page 12: Multiple UAV Rendezvous with Collision Avoidance

Target tracking Tracking moving target

Page 13: Multiple UAV Rendezvous with Collision Avoidance

Remarks The algorithm developed for rendezvous via

consensus can be modified by adding a ‘bias’ to address the cooperative timing problem

Page 14: Multiple UAV Rendezvous with Collision Avoidance

Summary Algorithm for multiple UAV rendezvous under

collision avoidance achieved via consensus on ETA to target