journal article·2025Open access

A Comprehensive Review on Urban Resilience via Fault-Tolerant IoT and Sensor Networks

Hitesh Mohapatra

Computers, Materials & Continua· Volume 85· Issue 1

Abstract

Fault tolerance is essential for reliable and sustainable smart city infrastructure. Interconnected IoT systems must function under frequent faults, limited resources, and complex conditions. Existing research covers various ... | Find, read and cite all the research you need on Tech Science Press
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OpenAlex topics: Anomaly Detection Techniques and Applications

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References (100+)

Show source-provided references
1. Basic concepts and taxonomy of dependable and secure computing10.1109/TDSC.2004.2 ↗
2. Understanding smart cities: an integrative framework
3. The Internet of Things: a survey10.1016/j.comnet.2010.05.010 ↗
4. Resilience in smart city applications: faults, failures, and solutions10.1109/MITP.2020.3016728 ↗
5. Internet of Things (IoT): a vision, architectural elements, and future directions10.1016/j.future.2013.01.010 ↗
6. Internet of Things for smart cities10.1109/JIOT.2014.2306328 ↗
7. Secure-fault-tolerant efficient industrial internet of healthcare things framework based on digital twin federated fog-cloud networks10.1016/j.jksuci.2023.101747 ↗
8. Resilience and survivability in communication networks: strategies, principles, and survey of disciplines10.1016/j.comnet.2010.03.005 ↗
9. Deep transfer learning for city-scale cellular traffic generation through urban knowledge graph
10. Towards an optimized blockchain for IoT
11. Smart city and IoT resilience, survivability, and disruption tolerance: challenges, modelling, and a survey of research opportunities
12. On the features and challenges of security and privacy in distributed Internet of Things10.1016/j.comnet.2012.12.018 ↗
13. The big picture on the internet of things and the smart city: a review of what we know and what we need to know10.1016/j.iot.2022.100565 ↗
14. Fault-Tolerant scheduling mechanism for dynamic edge computing scenarios based on graph reinforcement learning10.3390/s24216984 ↗
15. Internet of Things: a survey on enabling technologies, protocols, and applications10.1109/COMST.2015.2444095 ↗
16. Meta-ETI: meta-reinforcement learning with explicit task inference for AAV-IoT coverage10.1109/JIOT.2025.3553808 ↗
17. Fault-Tolerant IoT: a systematic mapping study
18. A systematic review of fault tolerance techniques for smart city applications10.1016/j.jss.2024.112249 ↗
19. Opportunities of IoT in fog computing for high fault tolerance and sustainable energy optimization10.3390/su15118702 ↗
20. Trust management in mobile ad hoc networks using a scalable maturity-based model10.1109/TNSM.2010.1009.I9P0339 ↗
21. Optimal energy-efficient resource allocation and fault tolerance scheme for task offloading in IoT-fog computing networks10.1016/j.comnet.2023.110080 ↗
22. A comprehensive review of fault-tolerant routing mechanisms for the internet of things
23. A resilient internet of things architecture for smart cities10.1007/s12243-016-0530-y ↗
24. Robust and fault-tolerant fog design and dimensioning for reliable operation10.1109/JIOT.2022.3157557 ↗
25. In-depth analysis of fault tolerant approaches integrated with load balancing and task scheduling10.1007/s12083-024-01798-5 ↗
26. A survey on fault tolerance based clustering evolution in WSN10.1049/iet-net.2019.0155 ↗
27. Fault tolerance in fog-based social Internet of Things10.1016/j.knosys.2023.110376 ↗
28. Internet of Things (IoT), applications and challenges: a comprehensive review10.1007/s11277-020-07446-4 ↗
29. CEFIoT: a fault-tolerant IoT architecture for edge and cloud
30. Enhancing fault diagnosis in IoT sensor data through advanced preprocessing techniques10.3390/electronics13163289 ↗
31. IoTEF: a federated edge-cloud architecture for fault-tolerant IoT applications10.1007/s10723-019-09498-8 ↗
32. Data fusion and IoT for smart ubiquitous environments: a survey10.1109/ACCESS.2017.2697839 ↗
33. FaTEMa: a framework for multi-layer fault tolerance in IoT systems10.3390/s21217181 ↗
34. Agent-based reliable and fault-tolerant hierarchical IoT-cloud architecture
35. IoTRepair: flexible fault handling in diverse IoT deployments10.1145/3532194 ↗
36. FAGWO-H: a hybrid method towards fault-tolerant cluster-based routing in wireless sensor network for IoT applications10.1007/s11227-022-04333-6 ↗
37. F3ARIoT: a framework for autonomic resilience of IoT applications in the fog10.1016/j.iot.2020.100275 ↗
38. The emerging Internet of Things marketplace from an industrial perspective: a survey10.1109/TETC.2015.2390034 ↗
39. Intelligent fault-tolerance data routing scheme for IoT-enabled WSNs10.1109/JIOT.2022.3151501 ↗
40. Fault tolerance placement in the Internet of Things10.1145/3654968 ↗
41. Prioritized fault recovery strategies for multi-access edge computing using probabilistic model checking10.1109/TDSC.2022.3143877 ↗
42. Emergency management in smart cities: infrastructure-less communication systems
43. A fault tolerant data management scheme for healthcare Internet of Things in fog computing
44. Survey of fault management techniques for edge-enabled distributed metaverse applications10.1016/j.comnet.2024.110803 ↗
45. Muhammed · Smart infrastructure and applications: foundations for smarter cities and societies · 2020 · 60910.1007/978-3-030-13705-2_25 ↗
46. Efficient fault-tolerant consensus for collaborative services in edge computing10.1109/TC.2023.3238138 ↗
47. LESP: a fault-aware internet of things service placement in fog computing
48. Efficient fault-tolerant routing in IoT wireless sensor networks based on path graph flow modeling with marchenko-pastur distribution (EFT-PMD)10.1007/s11276-020-02359-3 ↗
49. Fault-tolerant temperature control algorithm for IoT networks in smart buildings
50. Toward a new approach to IoT fault tolerance10.1109/MC.2016.238 ↗
51. Fall-curve: a novel primitive for IoT fault detection and isolation
52. Sharma · Swarm intelligence optimization: algorithms and applications · 2020 · 325
53. Bounceur · International Conference on Mobile, Secure, and Programmable Networking · 2018 Jun 18–20 · 42
54. A framework for anomaly detection and classification in multiple IoT scenarios10.1016/j.future.2020.08.010 ↗
55. Evaluation of IoT self-healing mechanisms using fault-injection in message brokers
56. Fault-tolerant ant colony based routing in many-to-many IoT sensor networks
57. A survey of fault diagnosis and fault-tolerant techniques—part I: fault diagnosis with model-based and signal-based approaches10.1109/TIE.2015.2417501 ↗
58. Optimizing multipath routing with guaranteed fault tolerance in Internet of Things10.1109/JSEN.2017.2739188 ↗
59. An adaptive learning approach for fault-tolerant routing in Internet of Things
60. Trust management in mobile ad hoc networks
61. An intelligent fault-tolerant routing scheme for internet of things-enabled wireless sensor networks10.1002/dac.4970 ↗
62. Energy-efficient fault tolerance approach for Internet of Things applications
63. A comprehensive study on the trust management techniques in the Internet of Things10.1109/JIOT.2019.2933518 ↗
64. Blockchain technology for energy-aware mobile crowd sensing approaches in Internet of Things
65. Genetic algorithm based adaptive offloading for improving IoT device communication efficiency10.1007/s11276-019-02121-4 ↗
66. An energy-aware, highly available, and fault-tolerant method for reliable IoT systems10.1109/ACCESS.2021.3121033 ↗
67. Trust-aware fog-based IoT environments: artificial reasoning approach10.3390/app13063665 ↗
68. Balancing the trade-off between cost and reliability for wireless sensor networks: a multi-objective optimized deployment method10.1007/s10489-022-03875-9 ↗
69. Availability evaluation of IoT systems with byzantine fault-tolerance for mission-critical applications10.1016/j.iot.2023.100889 ↗
70. A resilient Fog-IoT framework for seamless microservice execution
71. FATMLPGS: design of a fault-aware trust establishment model for low-power IoT deployments via generic lightweight sidechains
72. An intelligent fault tolerant data routing scheme for wireless sensor network-assisted industrial Internet of Things10.1109/TII.2021.3133347 ↗
73. Dependability evaluation of a disaster recovery solution for IoT infrastructures10.1007/s11227-018-2290-0 ↗
74. A fault-tolerant and secure architecture for key management in LoRaWAN based on permissioned blockchain10.1109/ACCESS.2022.3179004 ↗
75. A fault-tolerant surveillance system for fire detection and prevention using LoRaWAN in smart buildings10.3390/s22218411 ↗
76. Fault tolerance solutions in IoT and smart city
77. Comosum: an extensible, reconfigurable, and fault-tolerant IoT platform for digital agriculture
78. Security, privacy and trust in Internet of Things: the road ahead10.1016/j.comnet.2014.11.008 ↗
79. Fault-tolerant secure data aggregation schemes in smart grids: techniques, design challenges, and future trends10.3390/en15249350 ↗
80. Is a smart city framework the key to disaster resilience? A systematic review10.1177/08854122231199462 ↗
81. Resiliency-aware analysis of complex IoT process chains10.1016/j.comcom.2022.06.007 ↗
82. μ Chaos: moving chaos engineering to IoT devices
83. Toward software-defined networking-based IoT frameworks: a systematic literature review, taxonomy, open challenges, and prospects10.1109/ACCESS.2022.3188311 ↗
84. Smart city data science: towards data-driven smart cities with open research issues10.1016/j.iot.2022.100528 ↗
85. Yang SR, Yuan SC, Lin YC, Yang IF. Edge intelligence for empowering IoT-based healthcare systems. arXiv: 2103.12144. 2021.
86. Efficient fault-tolerant routing in IoT wireless sensor networks based on bipartite-flow graph modeling10.1109/ACCESS.2019.2894002 ↗
87. Efficient data flow graph modeling using free poisson law for fault-tolerant routing in internet of things
88. Providing fault tolerance via complex event processing and machine learning for IoT systems
89. Towards zero defect manufacturing paradigm: a review of the state-of-the-art methods and open challenges10.1016/j.compind.2021.103548 ↗
90. FLOODWALL: a real-time flash flood monitoring and forecasting system using IoT10.1109/JSEN.2022.3223671 ↗
91. Implementing dual base stations within an IoT network for sustaining the fault tolerance of an IoT network through an efficient path finding algorithm10.3390/s23084032 ↗
92. A study on the integration of resilience and smart city concepts in Urban systems10.3390/infrastructures6020024 ↗
93. Enhancing the fault tolerance of a multi-layered IoT network through rectangular and interstitial mesh in the gateway layer
94. A fault tolerance data aggregation scheme for fog computing networks
95. The GLIDE system—Singapore’s Urban traffic control system10.1080/01441649308716854 ↗
96. Pressure sensor distribution for leak detection in Barcelona water distribution network10.2166/ws.2009.372 ↗
97. Detection and avoidance of water loss through municipality taps in India by using smart taps and ICT10.1049/iet-wss.2019.0081 ↗
98. Resilient service embedding in IoT networks10.1109/ACCESS.2020.3005936 ↗
99. SAOA: multi-objective fault-tolerance based optimized RPL routing protocol in Internet of Things
100. Making IoT networks highly fault-tolerant through power fault prediction, isolation and composite networking in the device layer10.3390/jsan14020024 ↗