TY - GEN
T1 - Optimized local control strategy for voice-based interaction-Tracking badges for social applications
AU - Liu, Xiaowei
AU - Doboli, Alex
AU - Ye, Fan
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/12/14
Y1 - 2015/12/14
N2 - This paper presents a method to design optimized local control strategies for Cyber-Physical Systems that produce reliable data models for social applications. Data models have different semantics and abstraction levels. The local control strategies manage ad-hoc nano-clouds of embedded computing and communication nodes (CCNs) used for data collection, modeling, and communication. Control strategies consider tradeoffs defined by the resource constraints of embedded CCNs (e.g., computing power, communication bandwidth, and energy), assurance requirements (e.g., robustness) of the models, and privacy of users. Experiments evaluate and demonstrate the effectiveness of the control strategies for nano-clouds composed of smart voice-based interaction-Tracking badges.
AB - This paper presents a method to design optimized local control strategies for Cyber-Physical Systems that produce reliable data models for social applications. Data models have different semantics and abstraction levels. The local control strategies manage ad-hoc nano-clouds of embedded computing and communication nodes (CCNs) used for data collection, modeling, and communication. Control strategies consider tradeoffs defined by the resource constraints of embedded CCNs (e.g., computing power, communication bandwidth, and energy), assurance requirements (e.g., robustness) of the models, and privacy of users. Experiments evaluate and demonstrate the effectiveness of the control strategies for nano-clouds composed of smart voice-based interaction-Tracking badges.
UR - https://www.scopus.com/pages/publications/84962346068
U2 - 10.1109/ICCD.2015.7357182
DO - 10.1109/ICCD.2015.7357182
M3 - Conference contribution
AN - SCOPUS:84962346068
T3 - Proceedings of the 33rd IEEE International Conference on Computer Design, ICCD 2015
SP - 688
EP - 695
BT - Proceedings of the 33rd IEEE International Conference on Computer Design, ICCD 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 33rd IEEE International Conference on Computer Design, ICCD 2015
Y2 - 18 October 2015 through 21 October 2015
ER -