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Task-Directed Sensor Fusion and Planning

A Computational Approach

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-xvii
  2. Introduction

    • Gregory D. Hager
    Pages 1-14
  3. Modeling Sensors

    • Gregory D. Hager
    Pages 15-52
  4. Task Modeling and Decision Making

    • Gregory D. Hager
    Pages 53-71
  5. Mean-Square Estimation

    • Gregory D. Hager
    Pages 73-105
  6. Grid-Based Probability Density Methods

    • Gregory D. Hager
    Pages 107-136
  7. Choosing Viewpoints and Features

    • Gregory D. Hager
    Pages 137-153
  8. Towards a Task-Level Programming Environment

    • Gregory D. Hager
    Pages 155-174
  9. An Experimental System

    • Gregory D. Hager
    Pages 175-198
  10. Future Extensions

    • Gregory D. Hager
    Pages 199-210
  11. Back Matter

    Pages 211-254

About this book

If you have ever hiked up a steep hill to reach a viewpoint, you will know that sensing can involve the expenditure of effort. More generally, the choice of which movement an intelligent system chooses to make is usually based on information gleaned from sensors. But the information required to make the motion decision may not be immediately to hand, so the system . first has to plan a motion whose purpose is to acquire the needed sensor information. Again, this conforms to our everyday experience: I am in the woods and don't know which direction to go, so I climb up to the ridge to get my bearings; I am lost in a new town, so I plan to drive to the next junction where there is sure to be a roadsign, failing that I will ask someone who seems to be from the locality. Why, if experiences such as these are so familiar, has the problem only recently been recognised and studied in Robotics? One reason is that until quite recently Robotics research was dominated by work on robot arms with limited reach and fixed in a workcell.

Authors and Affiliations

  • University of Pennsylvania, USA

    Gregory D. Hager

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access