Integrating autonomous distributed control into a human-centric C4ISR environment

This paper considers incorporating autonomy into human-centric Command, Control, Communications, Computers, Intelligence, Surveillance and Reconnaissance (C4ISR) environments. Specifically, it focuses on identifying ways that current autonomy technologies can augment human control and the challenges presented by additive autonomy. Three approaches to this challenge are considered, stemming from prior work in two converging areas. In the first, the problem is approached as augmenting what humans currently do with automation. In the alternate approach, the problem is approached as treating humans as actors within a cyber-physical system-of-systems (stemming from robotic distributed computing). A third approach, combines elements of both of the aforementioned.

[1]  Barbara Hayes-Roth,et al.  A Blackboard Architecture for Control , 1985, Artif. Intell..

[2]  Kerstin Dautenhahn Editorial - socially intelligent agents - the human in the loop , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[3]  Jeremy Straub,et al.  CyberSecurity considerations for an interconnected self-driving car system of systems , 2017, 2017 12th System of Systems Engineering Conference (SoSE).

[4]  Rino Falcone,et al.  The human in the loop of a delegated agent: the theory of adjustable social autonomy , 2001, IEEE Trans. Syst. Man Cybern. Part A.

[5]  Jeremy Straub Automating maintenance for a one-way transmitting blackboard system used for autonomous multi-tier control , 2016, Expert Syst. J. Knowl. Eng..

[6]  Jean-Paul Jamont,et al.  Multi-Agent Architecture for the Design of WSN Applications , 2013 .

[7]  Bing-Fei Wu,et al.  The Human-in-the-Loop Design Approach to the Longitudinal Automation System for an Intelligent Vehicle , 2010, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

[8]  Huei Peng,et al.  Differential-Braking-Based Rollover Prevention for Sport Utility Vehicles with Human-in-the-loop Evaluations , 2001 .

[9]  Jeremy Straub,et al.  Consideration of the use of autonomous, non-recallable unmanned vehicles and programs as a deterrent or threat by state actors and others , 2016 .

[10]  Namje Park,et al.  Mobile, Ubiquitous, and Intelligent Computing - MUSIC 2013, FTRA 4th International Conference on Mobile, Ubiquitous, and Intelligent Computing, September 4-6, 2013, Gwangju, Korea , 2014, MUSIC.

[11]  Trent M. Hare,et al.  Next-generation robotic planetary reconnaissance missions: A paradigm shift , 2005 .

[12]  Kerstin Dautenhahn,et al.  The Art of Designing Socially Intelligent Agents: Science, Fiction, and the Human in the Loop , 1998, Appl. Artif. Intell..

[13]  Jeremy Straub Comparing the effect of pruning on a best path and a naïve-approach blackboard solver , 2015, Int. J. Autom. Comput..

[14]  Marco Zuniga,et al.  Making Sensornet MAC Protocols Robust against Interference , 2010, EWSN.

[15]  Jeremy Straub A Distributed Blackboard Approach Based Upon a Boundary Node Concept , 2016, J. Intell. Robotic Syst..

[16]  Sirajum Munir,et al.  Cyber Physical System Challenges for Human-in-the-Loop Control , 2013, Feedback Computing.

[17]  N. Sharkey Saying ‘No!’ to Lethal Autonomous Targeting , 2010 .

[18]  P. Asaro On banning autonomous weapon systems: human rights, automation, and the dehumanization of lethal decision-making , 2012, International Review of the Red Cross.

[19]  Iain Bate,et al.  Evolutionary and Principled Search Strategies for Sensornet Protocol Optimization , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

[20]  Jeremy Straub Model Based Data Transmission: Analysis of Link Budget Requirement Reduction , 2012 .

[21]  John Danaher,et al.  The Threat of Algocracy: Reality, Resistance and Accommodation , 2016, Philosophy & Technology.

[22]  Jeremy Straub,et al.  An energy-efficient and secure hybrid algorithm for wireless sensor networks using a mobile data collector , 2017, Defense + Security.

[23]  Iain Bate,et al.  Improving the Dependability of Sensornets , 2013, 2013 IEEE International Conference on Distributed Computing in Sensor Systems.