Vol.1 , No. 1, Publication Date: Mar. 10, 2018, Page: 23-36
[1] | Ina’am Fathi, Computer Engineering Department, Mosul University, Mosul, Iraq. |
[2] | Qutaiba Ibrahim Ali, Computer Engineering Department, Mosul University, Mosul, Iraq. |
[3] | Jassim Mohammed Abdul-Jabar, Computer Engineering Department, Mosul University, Mosul, Iraq. |
Recently, wireless sensor networks (WSNs) have been confirmed as an important low power embedded computing platform. As a consequence it has become a significant research area for many applications such as industrial control, environmental monitoring systems, intelligent agriculture, health monitoring. As one of the active research areas, voice application based sensor network is still new. The researchers efforts to exploit the WSN for transferring the voice led to emerge a new attitude refers to as Voice over WSN (VoWSN). This attitude opens up an interesting opportunity for numerous fields of applications based on human voice like voice communication system, monitoring and security system, and ambient intelligence. However, supporting multimedia transport like voice using these low cost, resource – limit sensor networks, is never a trivial task and the researches have been conducted widely. To cope the subject of VOWSN in its all aspects, this research reviews the state of the art and the major research challenges in algorithms, architectures, and requirements for voice over wireless sensor networks. Furthermore, This study presents a literature overview concerning the feasibility of designing and implementing the VoWSN system and assigns the problems of supporting the voice over WSNs despite sensor nodes only have limited processing and communication capabilities.
Keywords
WSN, Voice Communication, Ambient Intelligence, Embedded Systems, Resource Constrains
Reference
[01] | M. A. Matin & M. M. Islam," Overview of Wireless Sensor Network, Wireless Sensor Networks - Technology and Protocols", InTech, DOI: 10.5772/49376. Available from: https://www.intechopen.com/books/wireless-sensor-networks-technology-and-protocols/overview-of-wireless-sensor-network (2012). |
[02] | Y. K. Fulara, "Some Aspects of Wireless Sensor Networks", International Journal on AdHoc Networking Systems (IJANS) Vol. 5, No. 1, January 2015. |
[03] | L. M. Ang, K. P. Seng, L. W. Chew, L. S. Yeong & W. C. Chia, "Wireless Multimedia Sensor Networks on ReconfigurableHardware", DOI 10.1007/978-3-642-38203-1 2, Springer-Verlag Berlin Heidelberg 2013. |
[04] | M. Liu, Y. Wang, Z. Fan & S. Zhang,"Voice communication based on ZigBee wireless sensor networks", 33rd Chinese Control Conference (CCC), pp. 389-394, IEEE July - 2014. |
[05] | Y. Zeng, "Distributed Speech Enhancement in Wireless Acoustic Sensor Networks", Master thesis in Electrical Engineering Northwestern Polytechnical University, ISBN: 978-94-6186-423-9, 2015. |
[06] | R. Divya, Dr. R. Chinnaiyan & Dr. V. Ilango, "Reliability Evaluationof Wireless Sensor Networks- A Review", IJESRT International Journal of Engineering Sciences & Research Technology, ISSN: 2277-9655, IJESS7, December, 2016. |
[07] | A. J. Garcia-Sanchez, F. Losilla, D. Rodenas-Herraiz, F. Cruz-Martinez & F. Garcia-Sanchez, "On the Feasibility of Wireless Multimedia Sensor Networks over IEEE 802.15. 5 Mesh Topologies", Sensors 16.5 (2016): 643. |
[08] | D. Hollosi, G. Nagy, R. Rodigast, S. Goetze & P. Cousin, "Enhancing wireless sensor networks with acoustic sensing technology: use cases, applications & experiments", Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing. IEEE, 2013. |
[09] | V. Dubey & R. Jarial,"WSN Energy Efficient Mote Transfer for Voice Applications", International Journal of Advanced Research in Computer Science and Software Engineering 5(10), October- 2015, pp. 351-358. |
[10] | O. Turkes, & S. Baydere, "Voice quality analysis in wireless multimedia sensor networks: An experimental study", Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Seventh International Conference on. IEEE, 2011. |
[11] | R. Alesii, F. Graziosi, L. Pomante & C. Rinaldi, "Exploiting WSN for audio surveillance applications: The VoWSN approach", Digital System Design Architectures, Methods and Tools, 2008. DSD'08. 11th EUROMICRO Conference on. IEEE, 2008. |
[12] | M. F. Firdaus Bin Ismail & L. W. Yie, "Acoustic monitoring system using wireless sensor networks.", Procedia Engineering 41 (2012): 68-74. |
[13] | H. Yoon & J. Lee, "Efficient Voice Communications over Wireless Sensor Networks", Ubiquitous Information Technologies and Applications. Springer, Berlin, Heidelberg, 2014. 549-555. |
[14] | X. Chuanzhong, W. Pei, Z. Lina, M. Yanhua & L. Yanqiu, "Compressive sensing in wireless sensor network for poultry acoustic monitoring.", International Journal of Agricultural and Biological Engineering 10.2 (2017). |
[15] | L. Herrera, A. Calveras & M. Catalán, "A two-way radio communication across a multi-hop wireless sensor network based on a commercial IEEE 802.15. 4 compliant platform.", Procedia Engineering 25 (2011): 1045-1048. |
[16] | J. Szurley, A. Bertrand, M. Moonen, P. Ruckebusch & I. Moerman Utility based cross-layer collaboration for speech enhancement in wireless acoustic sensor networks", In Signal Processing Conference, 19th European (pp. 235-239). IEEE, 2011. |
[17] | F. Yong, Q. Guo & C. Chen, "A-LNT: a wireless sensor network platform for low-power real-time voice communications.", Journal of Electrical and Computer Engineering 2014. |
[18] | J. Molina, J. M. Mora-Merchan, J. Barbancho & C. Leon, "Multimedia data processing and delivery in wireless sensor networks", Wireless Sensor Networks: Application-Centric Design.InTech, 2010. |
[19] | https://www.techopedia.com/definition/6067/audio-streaming. |
[20] | N. Preetha, S. Retnakumar & B. Subhasini. "Point To Point Voice Communication over Wireless Network Using Zigbee", Technology 599 (2016): 602. |
[21] | H. Rong-lin, Y. Jian-rong, G. Xia-jun, G. Xiang-ping & C. Li-Qing, "the research and design on TDD voice WSN", Multimedia Technology (ICMT), 2010 International Conference on, Ningbo, China, IEEE, 2010. |
[22] | S. Bisalbutra & E. Jimeno. "Real-Time Communication over Wireless Sensor Network–A Prototype for Disaster Areas", International Conference on e-Infrastructure and e-Services for Developing Countries. Springer, Cham, 2013. |
[23] | M. Petracca, G. Litovsky, A. Rinotti, M. Tacca, J. C. De Martin & A. Fumagalli, "Perceptual based voice multi-hop transmission over wireless sensor networks", Computers and Communications, 2009. ISCC 2009. IEEE Symposium on. IEEE, 2009. |
[24] | D. Brunelli & L. Teodorani, "Improving audio streaming over multi-hop ZigBee networks", Computers and Communications, 2008. ISCC 2008. IEEE Symposium on. IEEE, 2008. |
[25] | J. Lee, E. Choi & J. Huh, "Voice over ZigBee networks with environmental monitoring", Consumer Electronics (ICCE), 2011 IEEE International Conference on. IEEE, 2011. |
[26] | J. S. Choi & and M. C. Zhou, "Recent advances in wireless sensor networks for health monitoring", International Journal of Intelligent Control and Systems 15.4 (2010): 49-58. |
[27] | R. Mangharam, A. Rowe, R. Rajkumar & R. Suzuki "Voice over sensor networks", Real-Time Systems Symposium, 2006. RTSS'06. 27th IEEE International, Rio de Janeiro, Brazil, IEEE, 2006. |
[28] | C. Wang, K. Sohrab, R. Jana, L. Ji & M. Daneshmand, "Voice communications over zigbee networks", IEEE communications magazine, January 2008. |
[29] | D. Brunelli, M. Maggiorotti, L. Benini & F. L. Bellifemine, "Analysis of audio streaming capability of zigbee networks", EWSN'08 Proceedings of the 5th European conference on Wireless sensor networks, Springer, Berlin, Heidelberg, 2008. 189-204. |
[30] | D. Brunelli & L. Teodorani, "Improving audio streaming over multi-hop ZigBee networks", Computers and Communications, 2008. ISCC 2008. IEEE Symposium on. IEEE, 2008. |
[31] | S. Kumar & B. K. Joshi, "Streaming Optimized MAC (SOMAC) for WSN", IJCA Special Issue on “Mobile Ad-hoc Networks”MANETs, 2010. |
[32] | J. A, Kang and H. K. Kim, "Adaptive redundant speech transmission over wireless multimedia sensor networks based on estimation of perceived speech quality", Sensors 11.9 (2011): 8469-8484. |
[33] | L. Herrera, A. Calveras & M. Catalán, "A two-way radio communication across a multi-hop wireless sensor network based on a commercial IEEE 802.15. 4 compliant platform", Procedia Engineering 25 (2011): 1045-1048. |
[34] | A. W. Rohankar, S. Pathak, M. K. Naskar & A. Mukherjee, "Audio streaming with silence detection using 802.15. 4 radios.", ISRN Sensor Networks 2012. |
[35] | J. Kim, J. H. Yoo, J. H. Lee & S. H. Cho, "A design of the full-duplex voice mixer for multi-user voice over sensor networks (VoSN) systems", Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on. IEEE, 2012. |
[36] | M. Petracca, M. Ghibaudi, R. Pelliccia & P. Pagano "Perceptual voice communications in IEEE802. 15.4 networks for the emergency management support", Future Internet Communications (BCFIC), 2012 2nd Baltic Congress on. IEEE, 2012. |
[37] | A. A. Prabahar, "Development of high performance wireless sensor node for acoustic applications" Green High Performance Computing (ICGHPC), 2013 IEEE International Conference on. IEEE, 2013. |
[38] | A. Geetha, "Intelligent Helmet for Coal Miners with Voice over ZigBee Andenvironmental Monitoring", World Applied Sciences Journal 29.8 (2014): 1031-1034. |
[39] | Kh. Sahal & R. Sharma, "Voice Communication Over Zigbee Protocol: A Literature Review", International Journal Of Engineering Research and General Science Volume 3, Issue 3 May-June, 2015 ISSN 2091-2730. |
[40] | Kh. Sahal, & A. Kulsresth, "Voice Data (Compressed) Transmission Over Zigbee Protocol with Moderate Quality Voice Signal", International Journal on Recent and Innovation Trends in Computing and Communication, Volume: 3 Issue: 11, IJRITCC, November 2015. |
[41] | N. Preetha, S. Retnakumar & B. Subhasini. "Point To Point Voice Communication over Wireless Network Using Zigbee", Technology 599 (2016): 602. |
[42] | E. J. Pauwels, A. A. Salah & R. Tavenard. "Sensor networks for ambient intelligence", Multimedia Signal Processing, 2007. MMSP 2007. IEEE 9th Workshop on. IEEE, 2007. |
[43] | D. Bacciu, C. Gallicchio, A. Lenzi, S. Chessa, A. Micheli, S. Pelagatti & C. Vairo, "Distributed neural computation over WSN in ambient intelligence", Ambient Intelligence-Software and Applications. Springer, Heidelberg, 2013. 147-154. |
[44] | A. Bertrand, "Applications and trends in wireless acoustic sensor networks: A signal processing perspective", Communications and Vehicular Technology in the Benelux (SCVT), 2011 18th IEEE Symposium on. IEEE, 2011. |
[45] | K. Chandarmouli, S. D. kumar, V. Dinesh, G. D. kumar & C. Manjula, "Embedded Speech Recognition System Design and Optimization", International Journal of Innovative Research in Science, Engineering and Technology 5th National Conference on Frontiers in Communication and Signal Processing Systems (NCFCSPS '17), Volume 6, Special Issue 3, March 2017. |
[46] | S. Phadke, R. Limaye, S. Verma & K. Subramanian, "On design and implementation of an embedded automatic speech recognition system", VLSI Design, 2004. Proceedings. 17th International Conference on. IEEE, 2004. |
[47] | V. Berisha, H. Kwon & A. Spanias. "Real-time acoustic monitoring using wireless sensor motes", Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on. IEEE, 2006. |
[48] | L. E. Palafox, "Wireless Sensor Networks for Voice Command Applications", Zacatecas, Zac, Marzo, Encuentro de Investigacn en Ingenieria Electrica, ENINVIE 2008. |
[49] | L. E. Palafox & J. Antonio Garcia-Maciaz, "Deploying a voice capture sensor network system for a secure ubiquitous home environment", International Journal of Communication Systems 22.9 (2009): 1199-1212. |
[50] | C. Shen, W. Plishker & S. S. Bhattacharyya. "Design and optimization of a distributed, embedded speech recognition system", Parallel and Distributed Processing, 2008. IPDPS 2008. IEEE International Symposium on. IEEE, 2008. |
[51] | F. Sutton, R. Da Forno, R. Lim, M. Zimmerling & L. Thiele, "Demonstration abstract: automatic speech recognition for resource-constrained embedded systems", Proceedings of the 13th international symposium on Information processing in sensor networks. IEEE Press, 2014. |
[52] | Th. Soundhari & B. Sangeetha, "Intelligent Interface Based Voice Activity Detector and Automatic Speech Recognition for Home Automation in WSN –a Survey", International Journal of Computer Trends and Technology (IJCTT) –volume 17 number1– Nov 2014. |
[53] | R. P. Raghava, RAO & K. M. Lakshmi, "Automatic Speech Recognition for Resource Constrained Embedded Systems", ISSN 2319-8885 Vol.04, Issue. 36, September-2015, Pages:7701-7708 (2015), www.ijsetr.com. |
[54] | N. Fadzilah, M. Ruzaimi, M. Rejab & N. H. Sapar, "Implementation of speech recognition home control system using Arduino", ARPN Journal of Engineering and Applied Sciences, 10 (23) (2015): 17492-17498. |
[55] | G. Gábor & T. Grósz, "Domain Adaptation of Deep Neural Networks for Automatic Speech Recognition via Wireless Sensors", Journal of Electrical Engineering 67.2 (2016): 124-130. |