A new concept was proposed to achieve a goal that machine can proactively sense human information, such as physiological states, emotions and behaviors, and provide effective interventions for human and environment. The core of the concept is that machine senses human information proactively and spontaneously. The new concept was compared with a similar concept, ambient intelligence. The core and components of sentient city was elaborated based on the new concept. A coupling relation between information and devices was proposed. A platform of sentient city was constructed. The platform is centered on the core that machine proactively senses human information and environment can spontaneously adapt to human. The platform was compared with a platform proposed by IBM. An example of a chair was taken to illustrate how to achieve the goal that machine proactively senses human information, self-regulation of environment and make the environment fit human in a Sentient City.
MENG Jun, XU Wen-yuan, ZHAO Xi-meng. Research of sentient city under guidance of new concept. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 2017, 51(8): 1662-1668.
[1] REMAGNINO P, FORESTI G L. Ambient intelligence:A new multidisciplinary paradigm[J]. IEEE Transactions on systems, man, and cybernetics-Part A:Systems and humans, 2005, 35(1):1-6.
[2] CHARALAMPIDOU M, MOUROUTSOS S, PAVLIDIS G. Identifying aspects of Ambient Intelligence through a review of recent developments[J]. Journal of Advanced Computer Science & Technology, 2012, 1(3):82-100.
[3] AARTS E, WICHERT R. Technology Guide[M].. Berlin:Springer, 2009:244-249.
[4] KOVÁCS G L, KOPÁCSI S. Some aspects of ambient intelligence[J]. Acta Polytechnica Hungarica, 2006, 3(1):35-60.
[5] JOSÉ R, RODRIGUES H, OTERO N. Ambient intelligence:beyond the inspiring vision[J]. Journal of Universal Computer Science, 2010, 16(12):1480-1499.
[6] GRAHAM S, MARVIN S. Planning cyber cities:Integrating telecommunications into urban planning[J]. Town Planning Review, 1999, 70(1):89.
[7] ISHIDA TORU, ISBISTER KATHERINE. Digital cities:technologies, experiences, and future perspectives[M]. Berlin:Springer Science & Business Media, 2000:1-57.
[8] KOMNINOS N. Intelligent cities:innovation, knowledge systems, and digital spaces[M]. Abingdon:Taylor & Francis, 2002:118-208.
[9] HOLLANDS R G. Will the real smart city please stand up? Intelligent, progressive or entrepreneurial[J].City, 2008, 12(3):303-320.
[10] SHEPARD M. Sentient city:Ubiquitous computing, architecture, and the future of urban space[M]. Cambridge:The MIT press, 2011:1-200.
[11] GREENFIELD A. Everyware:The dawning age of ubiquitous computing[M]. Berkeley:New Riders, 2010:1-34.
[12] KITCHIN R. The real-time city? Big data and smart urbanism[J]. GeoJournal, 2014, 79(1):1-14.
[13] THRIFT N. The ‘sentient’ city and what it may portend[J]. Big Data & Society, 2014, 1(1):1-21.
[14] MAYER-SCHONBERGER V. Big data:a revolution that will transform how we Live, work, and think[M]. London:John Murray, 2013:181-183.
[15] HILDEBRANDT M, VRIES K D. Privacy, Due process and the computational turn:The philosophy of law meets the philosophy of technology[M]. London:Routledge, 2013:121-42.
[16] SHETH A. Citizen sensing, social signals, and enriching human experience[J]. IEEE Internet Computing, 2009, 13(4):87.
[17] KOCH F, CARDONHA C, GENTIL J M, et al. Citizen in sensor networks[M]. Berlin:Springer, 2013:57-66.
[18] BUCHANAN M. Behavioural science:secret signals[J]. Nature, 2009, 457(7229):528-530.
[19] PENTLAND A. To signal is human[J]. American Scientist, 2010, 98(3):204-211.
[20] STONEHAM A M, GAUGER E M, PORFYRAKIS K, et al. A new type of radical-pair-based model for magnetoreception[J]. Biophysical journal, 2012, 102(5):961-968.
[21] LAMBERT N, CHEN Y N, CHENG Y C, et al. Quantum biology[J]. Nature Physics, 2013, 9(1):10-18.
[22] BALL P. The dawn of quantum:biology[J]. Nature, 2011, 474(7351):272-274.
[23] KARLEN W, MATTIUSSI C, FLOREANO D. Sleep and wake classification with ECG and respiratory effort signals[J]. IEEE Transactions on Biomedical Circuits and Systems, 2009, 3(2):71-78.
[24] DING F, O'DONNE J, XU Q, et al. Changes in the composition of brain interstitial ions control the sleep-wake cycle[J]. Science, 2016, 352(6285):550-555.
[25] HASSELBERG M J, MCMAHON J, PARKER K. The validity, reliability, and utility of the iButton® for measurement of body temperature circadian rhythms in sleep/wake research[J]. Sleep medicine, 2013, 14(1):5-11.
HU Li-sha, WANG Su-zhen, CHEN Yi-qiang, GAO Chen-long, HU Chun-yu, JIANG Xin-long, CHEN Zhen-yu, GAO Xing-yu. Fall detection algorithms based on wearable device: a review[J]. JOURNAL OF ZHEJIANG UNIVERSITY (ENGINEERING SCIENCE), 2018, 52(9): 1717-1728.