{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,23]],"date-time":"2024-06-23T05:11:47Z","timestamp":1719119507986},"reference-count":40,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2015,1,15]],"date-time":"2015-01-15T00:00:00Z","timestamp":1421280000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"The development of wireless sensor networks for control and monitoring functions has created a vibrant investigation scenario, where many critical topics, such as communication efficiency and energy consumption, have been investigated in the past few years. However, when sensors are endowed with low-power cameras for visual monitoring, a new scope of challenges is raised, demanding new research efforts. In this context, the resource-constrained nature of sensor nodes has demanded the use of prioritization approaches as a practical mechanism to lower the transmission burden of visual data over wireless sensor networks. Many works in recent years have considered local-level prioritization parameters to enhance the overall performance of those networks, but global-level policies can potentially achieve better results in terms of visual monitoring efficiency. In this paper, we make a broad review of some recent works on priority-based optimizations in wireless visual sensor networks. Moreover, we envisage some research trends when exploiting prioritization, potentially fostering the development of promising optimizations for wireless sensor networks composed of visual sensors.<\/jats:p>","DOI":"10.3390\/s150101760","type":"journal-article","created":{"date-parts":[[2015,1,15]],"date-time":"2015-01-15T14:54:54Z","timestamp":1421333694000},"page":"1760-1784","source":"Crossref","is-referenced-by-count":27,"title":["Research Trends in Wireless Visual Sensor Networks When Exploiting Prioritization"],"prefix":"10.3390","volume":"15","author":[{"ORCID":"http:\/\/orcid.org\/0000-0003-3988-8476","authenticated-orcid":false,"given":"Daniel","family":"Costa","sequence":"first","affiliation":[{"name":"DTEC-UEFS, State University of Feira de Santana, Feira de Santana 44036-900, Brazil"}]},{"given":"Luiz","family":"Guedes","sequence":"additional","affiliation":[{"name":"DCA-CT-UFRN, Federal University of Rio Grande do Norte, Natal 59072-970, Brazil"}]},{"ORCID":"http:\/\/orcid.org\/0000-0003-3115-0901","authenticated-orcid":false,"given":"Francisco","family":"Vasques","sequence":"additional","affiliation":[{"name":"IDMEC-FEUP-UP, University of Porto, Porto 4200-465, Portugal"}]},{"given":"Paulo","family":"Portugal","sequence":"additional","affiliation":[{"name":"INESC TEC-FEUP-UP, University of Porto, Porto 4200-465, Portugal"}]}],"member":"1968","published-online":{"date-parts":[[2015,1,15]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/S1389-1286(01)00302-4","article-title":"Wireless sensor networks: A survey","volume":"38","author":"AkyildiZ","year":"2002","journal-title":"Compu. Netw."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"2292","DOI":"10.1016\/j.comnet.2008.04.002","article-title":"Wireless sensor network survey","volume":"52","author":"Yick","year":"2008","journal-title":"Comput. Netw."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/MWC.2009.4907559","article-title":"Challenging issues in visual sensor networks","volume":"16","author":"Charfi","year":"2009","journal-title":"IEEE Wirel. Commun."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"6662","DOI":"10.3390\/s100706662","article-title":"Wireless multimedia sensor networks: Current trends and future directions","volume":"10","author":"Almalkawi","year":"2010","journal-title":"Sensors"},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Soro, S., and Heinzelman, W. (2005, January 3\u20137). On the coverage problem in video-based wireless sensor networks. Boston, MA, USA.","DOI":"10.1109\/ICBN.2005.1589704"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"8215","DOI":"10.3390\/s100908215","article-title":"The coverage problem in video-based wireless sensor networks: A survey","volume":"10","author":"Costa","year":"2010","journal-title":"Sensors"},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"549","DOI":"10.1007\/s11042-011-0961-4","article-title":"Exploiting the sensing relevancies of source nodes for optimizations in visual sensor networks","volume":"64","author":"Costa","year":"2013","journal-title":"Multimed. Tools Appl."},{"key":"ref_8","first-page":"1","article-title":"Adaptive monitoring relevance in camera networks for critical surveillance applications","volume":"2013","author":"Costa","year":"2013","journal-title":"Int. J. Distrib. Sens. Netw"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"5439","DOI":"10.3390\/s110505439","article-title":"A survey on multimedia-based cross-layer optimization in visual sensor networks","volume":"11","author":"Costa","year":"2011","journal-title":"Sensors"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1007\/978-3-540-69293-5_35","article-title":"Multi-priority multi-path selection for video streaming in wireless multimedia sensor networks","volume":"5061","author":"Zhang","year":"2008","journal-title":"Lect. Notes Comput. Sci."},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Costa, D., Guedes, L., Vasques, F., and Portugal, P. (2012, January 15\u201316). Adaptive multimedia transmission in wireless sensor networks. Aveiro, Portugal.","DOI":"10.1145\/2526188.2526200"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1155\/2007\/47345","article-title":"Energy-efficient transmission of wavelet-based Images in wireless sensor networks","volume":"2007","author":"Lecuire","year":"2007","journal-title":"J. Image Video Process"},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"2919","DOI":"10.3390\/s100402919","article-title":"Adaptive-compression based congestion control technique for wireless sensor networks","volume":"10","author":"Lee","year":"2010","journal-title":"Sensors"},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"627","DOI":"10.1007\/978-3-642-05036-7_59","article-title":"Lifting scheme DWT implementation in a wireless vision sensor network","volume":"5857","author":"Ong","year":"2009","journal-title":"Lect. Notes Comput. Sci."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"1169","DOI":"10.1109\/TMM.2008.2001354","article-title":"Energy-constrained distortion reduction optimization for wavelet-based coded image transmission in wireless sensor networks","volume":"10","author":"Wang","year":"2008","journal-title":"IEEE Trans. Multimed."},{"key":"ref_16","first-page":"274","article-title":"Power efficient video multipath transmission over wireless multimedia sensor networks","volume":"13","author":"Politis","year":"2008","journal-title":"Mob. Netw. Appl."},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"4529","DOI":"10.3390\/s8084529","article-title":"An energy-efficient and high-quality video transmission architecture in wireless video-based sensor networks","volume":"8","author":"Aghdasi","year":"2008","journal-title":"Sensors"},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Mammeri, A., Hadjou, B., and Khoumsi, A. A survey of image compression algorithms for visual sensor networks. ISRN Sens. Netw., 2012.","DOI":"10.5402\/2012\/760320"},{"key":"ref_19","doi-asserted-by":"crossref","unstructured":"Alaei, M., and Barcelo-Ordinas, J. (2010, January 18\u201321). Node clustering based on overlapping FoVs for wireless multimedia sensor networks. Sydney, Australia.","DOI":"10.1109\/WCNC.2010.5506615"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1109\/MNET.2010.5430138","article-title":"User measures of quality of experience: Why being objective and quantitative is important","volume":"24","author":"Brooks","year":"2010","journal-title":"IEEE Netw"},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Klima, M., Fliegel, K., Kekrt, D., Dostal, P., and Podgorny, R. (2009, January 22\u201323). Image quality and QoE in multimedia systems. Bratislava, Slovak Republic.","DOI":"10.1109\/RADIOELEK.2009.5158754"},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Costa, D., and Guedes, L. (2012, January 7\u20139). Energy-efficient visual monitoring based on the sensing relevancies of source nodes for wireless image sensor networks. Brescia, Italy.","DOI":"10.1109\/WFCS.2012.6242546"},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Costa, D., Guedes, L., Vasques, F., and Portugal, P. (2012, January 28\u201331). Semi-reliable energy-efficient retransmission mechanism based on the sensing relevancies of source nodes for wireless image sensor networks. Paris, France.","DOI":"10.1109\/ISWCS.2012.6328419"},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Costa, D., Guedes, L., Vasques, F., and Portugal, P. (2012, January 21\u201323). A routing mechanism based on the sensing relevancies of source nodes for time-critical applications in visual sensor networks. Dublin, Ireland.","DOI":"10.1109\/WD.2012.6402808"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"424","DOI":"10.3390\/jsan2030424","article-title":"Energy-efficient packet relaying in wireless image sensor networks exploiting the sensing relevancies of source nodes and DWT coding","volume":"2","author":"Costa","year":"2013","journal-title":"J. Sens. Actuator Netw."},{"key":"ref_26","first-page":"468","article-title":"Redundancy-based semi-reliable packet transmission in wireless visual sensor networks exploiting the sensing relevancies of source nodes","volume":"12","author":"Costa","year":"2013","journal-title":"WSEAS Trans. Commun."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"216","DOI":"10.1007\/s11036-009-0179-0","article-title":"Directional sensor placement with optimal sensing ranging, field of view and orientation","volume":"15","author":"Osais","year":"2010","journal-title":"Mob. Netw. Appl."},{"key":"ref_28","doi-asserted-by":"crossref","unstructured":"Liu, L., Ma, H., and Zhang, X. (2008, January 19\u201323). On directional k-coverage analysis of randomly deployed camera sensor networks. Beijing, China.","DOI":"10.1109\/ICC.2008.511"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Costa, D., and Guedes, L. (2011, January 7\u201310). Coverage-aware node-disjoint multipath selection in wireless multimedia sensor networks. Paris, France.","DOI":"10.1109\/NTMS.2011.5720610"},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1016\/j.adhoc.2012.01.003","article-title":"Error control for multimedia communications in wireless sensor networks: A comparative performance analysis","volume":"10","author":"Naderi","year":"2012","journal-title":"Ad Hoc Netw."},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Fontaine, C., and Galand, F. (2009). How reed-solomon codes can improve steganographic schemes. EURASIP J. Inf. Sec.","DOI":"10.1186\/1687-417X-2009-274845"},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Hamid, Z., and Bashir, F. (2013). XL-WMSN: Cross-layer quality of service protocol for wireless multimedia sensor networks. EURASIP J. Wirel. Commun. Netw.","DOI":"10.1186\/1687-1499-2013-174"},{"key":"ref_33","unstructured":"Dam, T., and Langendoe, K. (2003, January 5\u20137). An adaptive energy-efficient MAC protocol for wireless sensor networks. Los Angeles, CA, USA."},{"key":"ref_34","doi-asserted-by":"crossref","unstructured":"Donmez, M., Isik, S., and Ersoy, C. (2014). Analysis of a prioritized contention model for multimedia wireless sensor networks. ACM Trans. Sens. Netw., 10.","DOI":"10.1145\/2530527"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"1232","DOI":"10.1016\/j.apm.2011.07.070","article-title":"Microcellular propagation at UHF and microwave frequencies for personal communications","volume":"36","author":"Junior","year":"2012","journal-title":"Appl. Math. Model."},{"key":"ref_36","first-page":"55","article-title":"A survey on wireless sensor network security","volume":"1","author":"Sen","year":"2009","journal-title":"Int. J. Commun. Netw. Inf.Secur."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1007\/s11235-009-9235-0","article-title":"The future of security in wireless multimedia sensor networks","volume":"45","author":"Zilan","year":"2010","journal-title":"Telecommun. Syst."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/j.jnca.2012.09.004","article-title":"Intrusion detection system: A comprehensive review","volume":"36","author":"Liao","year":"2013","journal-title":"J. Netw. Comput. Appl."},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Korhonen, J., and Wang, Y. (2005, January 13\u201317). Effect of packet size on loss rate and delay in wireless links. New Orleans, LA, USA.","DOI":"10.1109\/WCNC.2005.1424754"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"3","DOI":"10.3390\/jsan1010003","article-title":"A discrete wavelet transform (DWT)-based energy-efficient selective retransmission mechanism for wireless image sensor networks","volume":"1","author":"Costa","year":"2012","journal-title":"J. Sens. Actuator Netw."}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/15\/1\/1760\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,3]],"date-time":"2024-06-03T01:55:01Z","timestamp":1717379701000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/15\/1\/1760"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,1,15]]},"references-count":40,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2015,1]]}},"alternative-id":["s150101760"],"URL":"https:\/\/doi.org\/10.3390\/s150101760","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,15]]}}}