
Theory and Algorithms for Cooperative Systems.
Title:
Theory and Algorithms for Cooperative Systems.
Author:
Grundel, Don.
ISBN:
9789812796592
Personal Author:
Physical Description:
1 online resource (604 pages)
Series:
Series on Computers and Operations Research ; v.4
Series on Computers and Operations Research
Contents:
Contents -- Preface -- 1 Mesh Stability in Formation of Distributed Systems -- 1 Introduction -- 2 String Stability of an Interconnection -- 3 Decomposition Technique -- 4 Spatial and Temporal Coordinations -- 5 System of Lyapunov Systems -- 6 Illustration -- 7 Conclusions and Future Work -- References -- 2 Designing the Control of a UAV Fleet with Model Checking -- 1 Introduction -- 2 Modeling the Game -- 3 Generating Search Strategies -- 4 Performance -- 5 Conclusions and Future Work -- References -- 3 Applying Simulated Annealing to the Multidimensional Assignment Problem -- 1 Introduction -- 2 The Algorithm -- 3 Design of Experiments -- 4 Results -- 5 Conclusions -- 6 Future Work -- References -- 4 On the Performance of Heuristics for Broadcast Scheduling -- 1 Introduction -- 2 The Broadcast Scheduling Problem -- 3 Heuristics -- 4 Computational Results -- 5 Conclusion -- References -- 5 Natural Language Processing in Control of Unmanned Aerial Vehicles -- 1 Introduction -- 2 Overview of Example Implementation -- 3 Detailed Description -- 4 Results -- 5 Future Work -- References -- Appendix: Examples of Parsed Outputs -- 6 Lyapunov-Based Partial Stabilization of a Nonholonomic UAV Model With Polytopic Input Constraints -- 1 Introduction -- 2 Control Lyapunov Functions -- 3 Removing Redundancy and Vertex Enumeration -- 4 Parameterizing S -- 5 Optimizing the Weighting Vector -- 6 Unicycle Model System -- 7 Discussion and Conclusion -- References -- 7 Cooperative Optimization for Solving Large Scale Combinatorial Problems -- 1 Introduction -- 2 The Cooperative System for Optimization -- 3 Theoretical Foundations -- 4 Experiments and Results -- 5 Conclusions -- References -- Appendix: Proofs of Theorems -- 8 Coupled Detection Rates: An Introduction -- 1 Introduction -- 2 Problem Description -- 3 Analysis.
4 The Probability of Detection -- 5 The Effect of Cueing -- 6 Extending the Model -- 7 Summary -- References -- 9 Decentralized Receding Horizon Control for Multiple UAVs -- 1 Introduction -- 2 Path Planning System -- 3 Testbed Setup -- 4 Results -- 5 Conclusions and Future Work -- References -- 10 A Stable and Efficient Scheme for Task Allocation Via Agent Coalition Formation -- 1 Introduction -- 2 Prior Work -- 3 Problem Formulation -- 4 Coalition Formation Scheme -- 5 Stability of Coalition Configuration -- 6 Evaluation -- 7 Conclusions and Future Work -- References -- Appendix: Proof of Propositions -- 11 Cohesive Behaviors of Multiple Cooperative Mobile Discrete-Time Agents in a Noisy Environment -- 1 Introduction -- 2 Basic Models -- 3 Stability Analysis of Swarm Cohesion Properties -- 4 Simulations -- 5 Concluding Remarks -- References -- 12 Multitarget Sensor Management of Dispersed Mobile Sensors -- 1 Introduction -- 2 Modeling the Sensor Management Problem -- 3 Sensor Management -- 4 "Maxi-PIMS" Optimization-Hedging -- 5 Posterior Expected Number of Targets (PENT) -- 6 Posterior Expected Number of Targets of Interest (PENTI) -- 7 Dispersed Mobile Sensors -- 8 Mathematical Proofs -- 9 Conclusions -- References -- 13 Communication Requirements in the Cooperative Control of Wide Area Search Munitions Using Iterative Network Flow -- 1 Introduction -- 2 Background -- 3 Simulation Framework -- 4 Simulation -- 5 Results -- 6 Conclusions -- References -- 14 A Decentralized Swarm Approach to Asset Patrolling with Unmanned Air Vehicles -- 1 Introduction -- 2 Simulation Framework -- 3 Asset Patrol Mission -- 4 Asset Patrol Algorithm -- 5 Experimental Results and Observations -- 6 Conclusions and Future Works -- References -- 15 K-Means Clustering Using Entropy Minimization -- 1 Introduction -- 2 K-Means Clustering.
3 A Brief Overview of Entropy Optimization -- 4 The Proposed Model -- 5 Results -- 6 Conclusion -- References -- 16 Integer Formulations for the Message Scheduling Problem on Controller Area Networks -- 1 Introduction -- 2 Problem Definition -- 3 Experimental Results -- 4 Concluding Remarks -- References -- 17 Multiple Radar Phantom Tracks from Cooperating Vehicles Using Range-Delay Deception -- 1 Introduction -- 2 Range Delay-Based Deception -- 3 Single ECAV Single Radar Engagement -- 4 Phantom Target Scenarios -- 5 The Forward Problem -- 6 Multiple Phantom Tracks -- 7 Conclusions -- References -- 18 Possibility Reasoning and the Cooperative Prisoner's Dilemma -- 1 Introduction -- 2 Reasoning with Uncertainty -- 3 Classes of Reasoning Situations -- 4 Prisoner's Dilemma -- 5 Epiminides Paradox -- 6 Conclusion -- References -- 19 The Group Assignment Problem Arising in Multiple Target Tracking -- 1 Introduction -- 2 Combinatorial Auctions Coalitions and Their Relationship to Target Tracking -- 3 Cluster Tracking Background and Motivation -- 4 The Two-Dimensional Cluster Assignment Problem -- 5 The Merged Measurement Assignment Problem -- 6 Summary -- References -- 20 Coordinating Very Large Groups of Wide Area Search Munitions -- 1 Introduction -- 2 Wide Area Search Munitions -- 3 Large Scale Teamwork -- 4 Results -- 5 Related Work -- 6 Conclusions and Future Work -- References -- 21 Cooperative Control Simulation Validation Using Applied Probability Theory -- 1 Introduction -- 2 MultiUAV Simulation Environment -- 3 Analytical Theory for Cooperative Search Classification and Attack -- 4 Simulation Configuration -- 5 Results -- 6 Conclusions -- References.
22 Cooperative Control of Multiple UAV'S in Close Formation light Via Nonlinear Adaptive Approach -- 1 Introduction -- 2 Flight Model -- 3 Control Algorithms Design -- 4 Simulation -- 5 Conclusions -- References -- 23 A Vehicle Following Methodology for UAV Formations -- 1 Introduction -- 2 Orbital Trajectory -- 3 Formation Control -- 4 Implementation -- 5 HIL Simulations -- 6 Flight Tests -- 7 Conclusions -- References -- 24 Coordinated UAV Target Assignment Using Distributed Tour Calculation -- 1 Introduction -- 2 Problem Statement -- 3 Technical Approach -- 4 Results and Discussion -- 5 Conclusions -- References -- 25 Decentralized Optimization via Nash Bargaining -- 1 Introduction -- 2 Problem Formulation -- 3 Solution Algorithms -- 4 Nash Bargaining Solution -- 5 Complexity Analysis -- 6 Testbed Validation -- References.
Abstract:
Over the past several years, cooperative control and optimization have increasingly played a larger and more important role in many aspects of military sciences, biology, communications, robotics, and decision making. At the same time, cooperative systems are notoriously difficult to model, analyze, and solve - while intuitively understood, they are not axiomatically defined in any commonly accepted manner. The works in this volume provide outstanding insights into this very complex area of research. They are the result of invited papers and selected presentations at the Fourth Annual Conference on Cooperative Control and Optimization held in Destin, Florida, November 2003. This book has been selected for coverage in:. Index to Scientific & Technical Proceedings® (ISTP® / ISI Proceedings). Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings). CC Proceedings - Engineering & Physical Sciences. Contents: Mesh Stability in Formation of Distributed Systems (C Ashokkumar et al.); On the Performance of Heuristics for Broadcast Scheduling (C Commander et al.); Coupled Detection Rates: An Introduction (D Jeffcoat); Decentralized Receding Horizon Control for Multiple UAVs (Y Kuwata & J How); Multitarget Sensor Management of Dispersed Mobile Sensors (R Mahler); K-Means Clustering Using Entropy Minimization (A Okafor & P Pardalos); Possibility Reasoning and the Cooperative Prisoner's Dilemma (H Pfister & J Walls); Coordinating Very Large Groups of Wide Area Search Munitions (P Scerri et al.); A Vehicle Following Methodology for UAV Formations (S Spry et al.); Decentralized Optimization via Nash Bargaining (S Waslander et al.); and other papers. Readership: Graduate students and researchers in optimization and control, computer science and engineering.
Local Note:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Genre:
Electronic Access:
Click to View