{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,21]],"date-time":"2026-08-21T13:43:37Z","timestamp":1787319817124,"version":"3.56.0"},"reference-count":39,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T00:00:00Z","timestamp":1664150400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T00:00:00Z","timestamp":1664150400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2023,1]]},"DOI":"10.1007\/s00521-022-07794-1","type":"journal-article","created":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T03:03:27Z","timestamp":1664161407000},"page":"1363-1378","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["MSSPP: modified sparrow search algorithm based mobile sink path planning for WSNs"],"prefix":"10.1007","volume":"35","author":[{"given":"Ahmed M.","family":"Khedr","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2285-953X","authenticated-orcid":false,"given":"Zaher","family":"Al Aghbari","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pravija P. V.","family":"Raj","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,9,26]]},"reference":[{"key":"7794_CR1","doi-asserted-by":"crossref","unstructured":"Fahmy HMA (2021) Wsn applications. In: Concepts, applications, experimentation and analysis of wireless sensor networks, pp 67\u2013232. Springer","DOI":"10.1007\/978-3-030-58015-5_3"},{"issue":"3","key":"7794_CR2","first-page":"70","volume":"11","author":"AM Khedr","year":"2020","unstructured":"Khedr AM, Raj PP, Al Ali A (2020) An energy-efficient data acquisition technique for hierarchical cluster-based wireless sensor networks. J Wirel Mob Netw Ubiquitous Comput Dependable Appl 11(3):70\u201386","journal-title":"J Wirel Mob Netw Ubiquitous Comput Dependable Appl"},{"issue":"2","key":"7794_CR3","first-page":"149","volume":"26","author":"AM Khedr","year":"2007","unstructured":"Khedr AM, Bhatnagar R (2007) Agents for integrating distributed data for complex computations. Comput Inf 26(2):149\u2013170","journal-title":"Comput Inf"},{"issue":"3","key":"7794_CR4","first-page":"355","volume":"27","author":"AM Khedr","year":"2008","unstructured":"Khedr AM (2008) Learning k-nearest neighbors classifier from distributed data. Comput Inf 27(3):355\u2013376","journal-title":"Comput Inf"},{"key":"7794_CR5","first-page":"1","volume":"2","author":"V Agarwal","year":"2021","unstructured":"Agarwal V, Tapaswi S, Chanak P (2021) A survey on path planning techniques for mobile sink in iot-enabled wireless sensor networks. Wirel Personal Commun 2:1\u201328","journal-title":"Wirel Personal Commun"},{"key":"7794_CR6","doi-asserted-by":"publisher","first-page":"100412","DOI":"10.1016\/j.cosrev.2021.100412","volume":"41","author":"AA Kamble","year":"2021","unstructured":"Kamble AA, Patil B (2021) Systematic analysis and review of path optimization techniques in WSN with mobile sink. Comput Sci Rev 41:100412","journal-title":"Comput Sci Rev"},{"key":"7794_CR7","first-page":"8089","volume":"5","author":"AM Khedr","year":"2022","unstructured":"Khedr AM, Al Aghbari Z, Khalifa BE (2022) Fuzzy-based multi-layered clustering and aco-based multiple mobile sinks path planning for optimal coverage in wsns. IEEE Sens J 5:8089","journal-title":"IEEE Sens J"},{"issue":"4","key":"7794_CR8","doi-asserted-by":"publisher","first-page":"910","DOI":"10.3390\/a8040910","volume":"8","author":"AM Khedr","year":"2015","unstructured":"Khedr AM (2015) Effective data acquisition protocol for multi-hop heterogeneous wireless sensor networks using compressive sensing. Algorithms 8(4):910\u2013928","journal-title":"Algorithms"},{"key":"7794_CR9","first-page":"1","volume":"3","author":"Z Al Aghbari","year":"2022","unstructured":"Al Aghbari Z, Khedr AM, Khalifa B, Raj PP (2022) An adaptive coverage aware data gathering scheme using kd-tree and aco for wsns with mobile sink. J Supercomput 3:1\u201324","journal-title":"J Supercomput"},{"issue":"4","key":"7794_CR10","doi-asserted-by":"publisher","first-page":"2407","DOI":"10.1007\/s11277-019-06993-9","volume":"111","author":"Z Al Aghbari","year":"2020","unstructured":"Al Aghbari Z, Khedr AM, Osamy W, Arif I, Agrawal DP (2020) Routing in wireless sensor networks using optimization techniques: a survey. Wireless Pers Commun 111(4):2407\u20132434","journal-title":"Wireless Pers Commun"},{"issue":"4","key":"7794_CR11","doi-asserted-by":"publisher","first-page":"707","DOI":"10.1007\/s00607-021-00917-x","volume":"103","author":"A Mehto","year":"2021","unstructured":"Mehto A, Tapaswi S, Pattanaik K (2021) Optimal rendezvous points selection to reliably acquire data from wireless sensor networks using mobile sink. Computing 103(4):707\u2013733","journal-title":"Computing"},{"issue":"6","key":"7794_CR12","doi-asserted-by":"publisher","first-page":"4557","DOI":"10.1007\/s11276-020-02347-7","volume":"26","author":"AM Khedr","year":"2020","unstructured":"Khedr AM, Al Aghbari Z, Pravija Raj P (2020) Coverage aware face topology structure for wireless sensor network applications. Wirel Netw 26(6):4557\u20134577","journal-title":"Wirel Netw"},{"issue":"1","key":"7794_CR13","doi-asserted-by":"publisher","first-page":"22","DOI":"10.1080\/21642583.2019.1708830","volume":"8","author":"J Xue","year":"2020","unstructured":"Xue J, Shen B (2020) A novel swarm intelligence optimization approach: sparrow search algorithm. Syst Sci Control Eng 8(1):22\u201334","journal-title":"Syst Sci Control Eng"},{"issue":"1","key":"7794_CR14","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/s10922-015-9342-z","volume":"24","author":"A Abu Safia","year":"2016","unstructured":"Abu Safia A, Al Aghbari Z, Kamel I (2016) Phenomena detection in mobile wireless sensor networks. J Netw Syst Manag 24(1):92\u2013115","journal-title":"J Netw Syst Manag"},{"issue":"1","key":"7794_CR15","doi-asserted-by":"publisher","first-page":"93","DOI":"10.1109\/TCNS.2016.2578460","volume":"5","author":"R Deng","year":"2018","unstructured":"Deng R, He S, Chen J (2018) An online algorithm for data collection by multiple sinks in wireless-sensor networks. IEEE Trans Control Netw Syst 5(1):93\u2013104","journal-title":"IEEE Trans Control Netw Syst"},{"issue":"8","key":"7794_CR16","doi-asserted-by":"publisher","first-page":"2993","DOI":"10.1007\/s11276-017-1517-y","volume":"24","author":"G Yogarajan","year":"2018","unstructured":"Yogarajan G, Revathi T (2018) Nature inspired discrete firefly algorithm for optimal mobile data gathering in wireless sensor networks. Wirel Netw 24(8):2993\u20133007","journal-title":"Wirel Netw"},{"key":"7794_CR17","doi-asserted-by":"crossref","unstructured":"Prathima E, Laxmikant H, Naveen S, Venugopal K, Iyengar S, Patnaik L (2017) Dams: data aggregation using mobile sink in wireless sensor networks. In: Proceedings of the 5th international conference on communications and broadband networking, pp 6\u201311","DOI":"10.1145\/3057109.3057118"},{"issue":"9","key":"7794_CR18","doi-asserted-by":"publisher","first-page":"1432","DOI":"10.3390\/s16091432","volume":"16","author":"C Zhu","year":"2016","unstructured":"Zhu C, Zhang S, Han G, Jiang J, Rodrigues JJ (2016) A greedy scanning data collection strategy for large-scale wireless sensor networks with a mobile sink. Sensors 16(9):1432","journal-title":"Sensors"},{"issue":"9","key":"7794_CR19","doi-asserted-by":"publisher","first-page":"1947","DOI":"10.1109\/TMC.2014.2366776","volume":"14","author":"C Tunca","year":"2015","unstructured":"Tunca C, Isik S, Donmez MY, Ersoy C (2015) Ring routing: an energy-efficient routing protocol for wireless sensor networks with a mobile sink. IEEE Trans Mob Comput 14(9):1947\u20131960","journal-title":"IEEE Trans Mob Comput"},{"key":"7794_CR20","doi-asserted-by":"crossref","unstructured":"Tang J, Guo S, Yang Y (2015) Delivery latency minimization in wireless sensor networks with mobile sink. In: 2015 IEEE international conference on communications (ICC), pp 6481\u20136486. IEEE","DOI":"10.1109\/ICC.2015.7249357"},{"issue":"1","key":"7794_CR21","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1109\/JSYST.2016.2597166","volume":"12","author":"Y Miao","year":"2017","unstructured":"Miao Y, Sun Z, Wang N, Cao Y, Cruickshank H (2017) Time efficient data collection with mobile sink and vmimo technique in wireless sensor networks. IEEE Syst J 12(1):639\u2013647","journal-title":"IEEE Syst J"},{"issue":"4","key":"7794_CR22","doi-asserted-by":"publisher","first-page":"2983","DOI":"10.1007\/s11276-020-02254-x","volume":"26","author":"PP Raj","year":"2020","unstructured":"Raj PP, Khedr AM, Al Aghbari Z (2020) Data gathering via mobile sink in WSNs using game theory and enhanced ant colony optimization. Wirel Netw 26(4):2983\u20132998","journal-title":"Wirel Netw"},{"key":"7794_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.aeue.2018.09.005","volume":"96","author":"A Alsaafin","year":"2018","unstructured":"Alsaafin A, Khedr AM, Al Aghbari Z (2018) Distributed trajectory design for data gathering using mobile sink in wireless sensor networks. AEU-Int J Electron Commun 96:1\u201312","journal-title":"AEU-Int J Electron Commun"},{"issue":"5","key":"7794_CR24","doi-asserted-by":"publisher","first-page":"959","DOI":"10.1002\/dac.3006","volume":"29","author":"MR Majma","year":"2016","unstructured":"Majma MR, Almassi S, Shokrzadeh H (2016) Sgdd: self-managed grid-based data dissemination protocol for mobile sink in wireless sensor network. Int J Commun Syst 29(5):959\u2013976","journal-title":"Int J Commun Syst"},{"key":"7794_CR25","doi-asserted-by":"publisher","first-page":"133577","DOI":"10.1109\/ACCESS.2020.3010313","volume":"8","author":"Z Wang","year":"2020","unstructured":"Wang Z, Ding H, Li B, Bao L, Yang Z (2020) An energy efficient routing protocol based on improved artificial bee colony algorithm for wireless sensor networks. IEEE Access 8:133577\u2013133596","journal-title":"IEEE Access"},{"key":"7794_CR26","doi-asserted-by":"publisher","first-page":"88600","DOI":"10.1155\/2020\/8853662","volume":"2020","author":"J Park","year":"2020","unstructured":"Park J, Kim S, Youn J, Ahn S, Cho S (2020) Iterative sensor clustering and mobile sink trajectory optimization for wireless sensor network with nonuniform density. Wirel Commun Mobile Comput 2020:88600","journal-title":"Wirel Commun Mobile Comput"},{"key":"7794_CR27","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1016\/j.protcy.2012.03.008","volume":"3","author":"A D\u00edaz-Ram\u00edrez","year":"2012","unstructured":"D\u00edaz-Ram\u00edrez A, Tafoya LA, Atempa JA, Mej\u00eda-Alvarez P (2012) Wireless sensor networks and fusion information methods for forest fire detection. Procedia Technol 3:69\u201379","journal-title":"Procedia Technol"},{"issue":"1","key":"7794_CR28","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/17445760.2012.729584","volume":"28","author":"Z Al Aghbari","year":"2013","unstructured":"Al Aghbari Z, Kamel I, Elbaroni W (2013) Energy-efficient distributed wireless sensor network scheme for cluster detection. Int J Parallel Emergent Distrib Syst 28(1):1\u201328","journal-title":"Int J Parallel Emergent Distrib Syst"},{"issue":"2","key":"7794_CR29","doi-asserted-by":"publisher","first-page":"890","DOI":"10.1109\/JSEN.2017.2773119","volume":"18","author":"W Wen","year":"2018","unstructured":"Wen W, Zhao S, Shang C, Chang C-Y (2018) Eapc: energy-aware path construction for data collection using mobile sink in wireless sensor networks. IEEE Sens J 18(2):890\u2013901","journal-title":"IEEE Sens J"},{"key":"7794_CR30","doi-asserted-by":"publisher","first-page":"176204","DOI":"10.1109\/ACCESS.2019.2957834","volume":"7","author":"X He","year":"2019","unstructured":"He X, Fu X, Yang Y (2019) Energy-efficient trajectory planning algorithm based on multi-objective pso for the mobile sink in wireless sensor networks. IEEE Access 7:176204\u2013176217","journal-title":"IEEE Access"},{"key":"7794_CR31","first-page":"94","volume":"8","author":"D Dash","year":"2020","unstructured":"Dash D, Kumar N, Ray PP, Kumar N (2020) Reducing data gathering delay for energy efficient wireless data collection by jointly optimizing path and speed of mobile sink. IEEE Syst J 8:94","journal-title":"IEEE Syst J"},{"key":"7794_CR32","doi-asserted-by":"publisher","first-page":"78942","DOI":"10.1109\/ACCESS.2020.2989763","volume":"8","author":"W Wen","year":"2020","unstructured":"Wen W, Shang C, Chang C-Y, Roy DS (2020) Dedc: joint density-aware and energy-limited path construction for data collection using mobile sink in WSNs. IEEE Access 8:78942\u201378955","journal-title":"IEEE Access"},{"issue":"2","key":"7794_CR33","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1007\/s11277-019-06440-9","volume":"108","author":"W Osamy","year":"2019","unstructured":"Osamy W, El-sawy AA, Khedr AM (2019) Satc: a simulated annealing based tree construction and scheduling algorithm for minimizing aggregation time in wireless sensor networks. Wireless Pers Commun 108(2):921\u2013938","journal-title":"Wireless Pers Commun"},{"key":"7794_CR34","doi-asserted-by":"publisher","first-page":"012020","DOI":"10.1088\/1742-6596\/1682\/1\/012020","volume":"1682","author":"Y Wang","year":"2020","unstructured":"Wang Y, Wang T, Dong S, Yao C (2020) An improved grey-wolf optimization algorithm based on circle map. J Phys Conf Ser 1682:012020","journal-title":"J Phys Conf Ser"},{"issue":"2","key":"7794_CR35","doi-asserted-by":"publisher","first-page":"71","DOI":"10.4316\/AECE.2017.02010","volume":"17","author":"E Tanyildizi","year":"2017","unstructured":"Tanyildizi E, Demir G (2017) Golden sine algorithm: a novel math-inspired algorithm. Adv Electr Comput Eng 17(2):71\u201378","journal-title":"Adv Electr Comput Eng"},{"key":"7794_CR36","doi-asserted-by":"publisher","first-page":"162","DOI":"10.1016\/j.ins.2017.02.026","volume":"396","author":"C Li","year":"2017","unstructured":"Li C, Zhang N, Lai X, Zhou J, Xu Y (2017) Design of a fractional-order pid controller for a pumped storage unit using a gravitational search algorithm based on the cauchy and gaussian mutation. Inf Sci 396:162\u2013181","journal-title":"Inf Sci"},{"issue":"4","key":"7794_CR37","first-page":"6669","volume":"82","author":"C Macovei","year":"2020","unstructured":"Macovei C, Lupu A-E, R\u0103ducanu M (2020) Enhanced cryptographic algorithm based on chaotic map and wavelet packets. UPB Sci Bull Ser C 82(4):6669","journal-title":"UPB Sci Bull Ser C"},{"issue":"2","key":"7794_CR38","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/s13042-019-00979-6","volume":"11","author":"J G\u00e1lvez","year":"2020","unstructured":"G\u00e1lvez J, Cuevas E, Becerra H, Avalos O (2020) A hybrid optimization approach based on clustering and chaotic sequences. Int J Mach Learn Cybern 11(2):359\u2013401","journal-title":"Int J Mach Learn Cybern"},{"issue":"1","key":"7794_CR39","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/4235.585892","volume":"1","author":"M Dorigo","year":"1997","unstructured":"Dorigo M, Gambardella LM (1997) Ant colony system: a cooperative learning approach to the traveling salesman problem. IEEE Trans Evol Comput 1(1):53\u201366","journal-title":"IEEE Trans Evol Comput"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07794-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s00521-022-07794-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-022-07794-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,9]],"date-time":"2023-01-09T12:12:51Z","timestamp":1673266371000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s00521-022-07794-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,9,26]]},"references-count":39,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2023,1]]}},"alternative-id":["7794"],"URL":"https:\/\/doi.org\/10.1007\/s00521-022-07794-1","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,9,26]]},"assertion":[{"value":"1 November 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 September 2022","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 September 2022","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that there are no conflict of interest regarding the publication of this paper","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}