Synthesis for Human-in-the-Loop Control Systems

Several control systems in safety-critical applications involve the interaction of an autonomous controller with one or more human operators. Examples include pilots interacting with an autopilot system in an aircraft, and a driver interacting with automated driver-assistance features in an automobile. The correctness of such systems depends not only on the autonomous controller, but also on the actions of the human controller. In this paper, we present a formalism for human-in-the-loop (HuIL) control systems. Particularly, we focus on the problem of synthesizing a semi-autonomous controller from high-level temporal specifications that expect occasional human intervention for correct operation. We present an algorithm for this problem, and demonstrate its operation on problems related to driver assistance in automobiles.

[1]  Alonzo Church,et al.  Logic, arithmetic, and automata , 1962 .

[2]  T J Triggs,et al.  REACTION TIME OF DRIVERS TO ROAD STIMULI , 1982 .

[3]  Fred Kröger,et al.  Temporal Logic of Programs , 1987, EATCS Monographs on Theoretical Computer Science.

[4]  Amir Pnueli,et al.  On the synthesis of a reactive module , 1989, POPL '89.

[5]  L. Homsted Institute of Medicine report: to err is human: building a safer health care system. , 2000, The Florida nurse.

[6]  P. Maurette,et al.  [To err is human: building a safer health system]. , 2002, Annales francaises d'anesthesie et de reanimation.

[7]  Kousha Etessami,et al.  Analysis of Recursive Game Graphs Using Data Flow Equations , 2004, VMCAI.

[8]  Frédéric Roupin,et al.  Minimal multicut and maximal integer multiflow: A survey , 2005, Eur. J. Oper. Res..

[9]  Amir Pnueli,et al.  Automatic Hardware Synthesis from Specifications: A Case Study , 2007 .

[10]  Krishnendu Chatterjee,et al.  Environment Assumptions for Synthesis , 2008, CONCUR.

[11]  Jan Maluszy¿ski Verification, Model Checking, and Abstract Interpretation , 2009, Lecture Notes in Computer Science.

[12]  Roderick Bloem,et al.  Debugging formal specifications using simple counterstrategies , 2009, 2009 Formal Methods in Computer-Aided Design.

[13]  Hadas Kress-Gazit,et al.  Temporal-Logic-Based Reactive Mission and Motion Planning , 2009, IEEE Transactions on Robotics.

[14]  Franck van Breugel,et al.  Concur 2008 - Concurrency Theory , 2009 .

[15]  Ufuk Topcu,et al.  Receding horizon temporal logic planning for dynamical systems , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[16]  Sterling J. Anderson,et al.  An optimal-control-based framework for trajectory planning, threat assessment, and semi-autonomous control of passenger vehicles in hazard avoidance scenarios , 2010 .

[17]  Viktor Schuppan,et al.  RATSY - A New Requirements Analysis Tool with Synthesis , 2010, CAV.

[18]  Sanjit A. Seshia,et al.  Mining assumptions for synthesis , 2011, Ninth ACM/IEEE International Conference on Formal Methods and Models for Codesign (MEMPCODE2011).

[19]  R. Verma,et al.  Semiautonomous Multivehicle Safety , 2011, IEEE Robotics & Automation Magazine.

[20]  Joel W. Burdick,et al.  Backtracking temporal logic synthesis for uncertain environments , 2012, 2012 IEEE International Conference on Robotics and Automation.

[21]  Domitilla Del Vecchio,et al.  Safety Control of Hidden Mode Hybrid Systems , 2012, IEEE Transactions on Automatic Control.

[22]  Amir Pnueli,et al.  Synthesis of Reactive(1) designs , 2006, J. Comput. Syst. Sci..

[23]  Ufuk Topcu,et al.  Receding Horizon Temporal Logic Planning , 2012, IEEE Transactions on Automatic Control.

[24]  Ruzena Bajcsy,et al.  Safe semi-autonomous control with enhanced driver modeling , 2012, 2012 American Control Conference (ACC).

[25]  Ufuk Topcu,et al.  Counter-strategy guided refinement of GR(1) temporal logic specifications , 2013, 2013 Formal Methods in Computer-Aided Design.

[26]  Richard M. Murray,et al.  Patching task-level robot controllers based on a local μ-calculus formula , 2013, 2013 IEEE International Conference on Robotics and Automation.

[27]  Alberto L. Sangiovanni-Vincentelli,et al.  Data-Driven Probabilistic Modeling and Verification of Human Driver Behavior , 2014, AAAI Spring Symposia.