Ad Hoc Networks

Article	Citations
Energy efficient cluster based routing protocol for WSN using butterfly optimization algorithm and ant colony optimization	201
A Comprehensive Review of Unmanned Aerial Vehicle Attacks and Neutralization Techniques	152
Malware detection in industrial internet of things based on hybrid image visualization and deep learning model	130
Green internet of things using UAVs in B5G networks: A review of applications and strategies	116
IGAN-IDS: An imbalanced generative adversarial network towards intrusion detection system in ad-hoc networks	114
A comprehensive survey on LEACH-based clustering routing protocols in Wireless Sensor Networks	101
Particle swarm optimization based energy efficient clustering and sink mobility in heterogeneous wireless sensor network	84
End-to-end malware detection for android IoT devices using deep learning	83
A review of AI-enabled routing protocols for UAV networks: Trends, challenges, and future outlook	79
Proposing a Secure RPL based Internet of Things Routing Protocol: A Review	75
An extensive survey on the Internet of Drones	75
A deep learning method based on an attention mechanism for wireless network traffic prediction	65
A survey of cyber security threats and solutions for UAV communications and flying ad-hoc networks	58
A Survey on Mobility in Wireless Sensor Networks	57
Deep embedded median clustering for routing misbehaviour and attacks detection in ad-hoc networks	57
Role of machine learning and deep learning in securing 5G-driven industrial IoT applications	53
An automated lightweight encryption scheme for secure and energy-efficient communication in wireless sensor networks	49
Secure cluster head election algorithm and misbehavior detection approach based on trust management technique for clustered wireless sensor networks	47
A deep reinforcement learning for user association and power control in heterogeneous networks	47
Federated learning for drone authentication	45
Mobile sink-based data gathering in wireless sensor networks with obstacles using artificial intelligence algorithms	41
A distributed coverage hole recovery approach based on reinforcement learning for Wireless Sensor Networks	41
Energy-efficient coverage optimization in wireless sensor networks based on Voronoi-Glowworm Swarm Optimization-K-means algorithm	41
Drone assisted Flying Ad-Hoc Networks: Mobility and Service oriented modeling using Neuro-fuzzy	39
An enhanced energy proficient clustering (EEPC) algorithm for relay selection in heterogeneous WSNs	37

Data aggregation algorithms for wireless sensor network: A review	37
Hybrid optimization enabled trust-based secure routing with deep learning-based attack detection in VANET	37
Recent advancements, review analysis, and extensions of the AODV with the illustration of the applied concept	35
A performance modeling and analysis of a novel vehicular traffic flow prediction system using a hybrid machine learning-based model	35
Enhancing intelligence in traffic management systems to aid in vehicle traffic congestion problems in smart cities	35
Lightweight elliptic curve cryptography accelerator for internet of things applications	35
Survey on Enterprise Internet-of-Things systems (E-IoT): A security perspective	34
A deep reinforcement learning-based on-demand charging algorithm for wireless rechargeable sensor networks	34
CR-IoTNet: Machine learning based joint spectrum sensing and allocation for cognitive radio enabled IoT cellular networks	33
A comprehensive survey on clustering in vehicular networks: Current solutions and future challenges	33
Low latency and energy efficient routing-aware network coding-based data transmission in multi-hop and multi-sink WSN	32
Experimental evaluation of RSSI-based positioning system with low-cost LoRa devices	31
Deep Learning-Based Reliable Routing Attack Detection Mechanism for Industrial Internet of Things	31
A combined online-learning model with K-means clustering and GRU neural networks for trajectory prediction	31
HDDS: Hierarchical Data Dissemination Strategy for energy optimization in dynamic wireless sensor network under harsh environments	31
Link utility aware geographic routing for urban VANETs using two-hop neighbor information	30
Anomaly detection framework to prevent DDoS attack in fog empowered IoT networks	30
A new provably secure certificateless signature scheme for Internet of Things	30
Resource management in UAV-assisted wireless networks: An optimization perspective	29
Generative adversarial network to detect unseen Internet of Things malware	29
Human tracking and identification through a millimeter wave radar	28
Energy efficient multipath ant colony based routing algorithm for mobile ad hoc networks	27
A multi-view CNN-based acoustic classification system for automatic animal species identification	27
Load balancing for RPL-based Internet of Things: A review	26
WEDMS: An advanced mean shift clustering algorithm for LDoS attacks detection	26
A survey on congestion detection and control in connected vehicles	26
An optimized transaction verification method for trustworthy blockchain-enabled IIoT	26
Dynamic directional routing for mobile wireless sensor networks	25
Deep learning-driven opportunistic spectrum access (OSA) framework for cognitive 5G and beyond 5G (B5G) networks	25
APTEEN routing protocol optimization in wireless sensor networks based on combination of genetic algorithms and fruit fly optimization algorithm	25
ECU-IoHT: A dataset for analyzing cyberattacks in Internet of Health Things	24
Energy-aware system design for batteryless LPWAN devices in IoT applications	23
A secure and efficient certificateless signature scheme for Internet of Things	23
IoT Sensor Selection for Target Localization: A Reinforcement Learning based Approach	23
Routing in Delay-Tolerant Networks under uncertain contact plans	22
A flexible encryption technique for the internet of things environment	22
Low-light image joint enhancement optimization algorithm based on frame accumulation and multi-scale Retinex	22
A cognitive wireless networks access selection algorithm based on MADM	22
Performance evaluation of CNN-based pedestrian detectors for autonomous vehicles	22
A blockchain and deep neural networks-based secure framework for enhanced crop protection	22
Privacy reinforcement learning for faults detection in the smart grid	22
Explainable artificial intelligence to evaluate industrial internal security using EEG signals in IoT framework	21
RSSI quantization and genetic algorithm based localization in wireless sensor networks	21
A secure three-factor authentication scheme for multi-gateway wireless sensor networks based on elliptic curve cryptography	21
Enhancing IIoT networks protection: A robust security model for attack detection in Internet Industrial Control Systems	21
Wireless communication protocols in smart agriculture: A review on applications, challenges and future trends	21
A new deep learning-based distance and position estimation model for range-based indoor localization systems	21
Trusted and secured D2D-aided communications in 5G networks	21
Immigrant imperialist competitive algorithm to solve the multi-constraint node placement problem in target-based wireless sensor networks	20
An overview of massive MIMO localization techniques in wireless cellular networks: Recent advances and outlook	20

A privacy-preserving authentication scheme based on Elliptic Curve Cryptography and using Quotient Filter in fog-enabled VANET	20
Investigation on vulnerabilities, threats and attacks prohibiting UAVs charging and depleting UAVs batteries: Assessments & countermeasures	20
A secure multipath reactive protocol for routing in IoT and HANETs	19
Fuzzy-based beaconless probabilistic broadcasting for information dissemination in urban VANET	19
Novel path similarity aware clustering and safety message dissemination via mobile gateway selection in cellular 5G-based V2X and D2D communication for urban environment	19
Blockchain incentivized data forwarding in MANETs: Strategies and challenges	19
Range-free localization using Reliable Anchor Pair Selection and Quantum-behaved Salp Swarm Algorithm for anisotropic Wireless Sensor Networks	19
Gait-Watch: A Gait-based context-aware authentication system for smart watch via sparse coding	19
A blockchain-enabled relay selection for QoS-OLSR in urban VANET: A Stackelberg game model	19
IoT-based data-driven fault allocation in microgrids using advanced µPMUs	19
An energy optimized and QoS concerned data gathering protocol for wireless sensor network using variable dimensional PSO	19
RBF-SVM kernel-based model for detecting DDoS attacks in SDN integrated vehicular network	19
An incentive mechanism based on a Stackelberg game for mobile crowdsensing systems with budget constraint	19
Robust Deep Identification using ECG and Multimodal Biometrics for Industrial Internet of Things	19
A survey of mobility-aware Multi-access Edge Computing: Challenges, use cases and future directions	18
Security of underwater and air–water wireless communication: State-of-the-art, challenges and outlook	18
An efficient partial charging scheme using multiple mobile chargers in wireless rechargeable sensor networks	18
Context-aware self-adaptive routing for delay tolerant network in disaster scenarios	18
EEHCHR: Energy Efficient Hybrid Clustering and Hierarchical Routing for Wireless Sensor Networks	18
Energy-efficient user selection and resource allocation in mobile edge computing	18
Secure resource management in beyond 5G heterogeneous networks with decoupled access	18
Increasing the lifetime of sensor networks by a data dissemination model based on a new approximation algorithm	18
Internet of underwater things communication: Architecture, technologies, research challenges and future opportunities	18
Newton-interpolation-based zk-SNARK for Artificial Internet of Things	18
Adaptive priority-aware LoRaWAN resource allocation for Internet of Things applications	17
Efficient configuration for multi-objective QoS optimization in wireless sensor network	17
Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks	17
An enhanced geographical routing protocol based on multi-criteria decision making method in mobile ad-hoc networks	17
Age of information in wireless powered IoT networks: NOMA vs. TDMA	17
Mobile wireless sensor network lifetime maximization by using evolutionary computing methods	16
AI-enabled privacy-preservation phrase with multi-keyword ranked searching for sustainable edge-cloud networks in the era of industrial IoT	16
Guaranteed lifetime protocol for IoT based wireless sensor networks with multiple constraints	16
Non-cooperative game based congestion control for data rate optimization in vehicular ad hoc networks	16
Cross-layer adaptive multipath routing for multimedia Wireless Sensor Networks under duty cycle mode	16
A reliable deep learning-based algorithm design for IoT load identification in smart grid	16
Bio-inspired routing algorithm for MANETs based on fungi networks	16
Energy-efficient and solar powered mission planning of UAV swarms to reduce the coverage gap in rural areas: The 3D case	16
A hybrid coverage control for enhancing UWSN localizability using IBSO-VFA	16
A content distribution method of internet of vehicles based on edge cache and immune cloning strategy	16
MOCRAW: A Meta-heuristic Optimized Cluster head selection based Routing Algorithm for WSNs	16
Energy-efficient decentralized navigation of a team of solar-powered UAVs for collaborative eavesdropping on a mobile ground target in urban environments	16
A new energy-efficient and temperature-aware routing protocol based on fuzzy logic for multi-WBANs	15
Data analytics of social media 3.0: Privacy protection perspectives for integrating social media and Internet of Things (SM-IoT) systems	15
Privacy Preserving Three-factor Authentication Protocol for Secure Message Forwarding in Wireless Body Area Networks	15
Salient object detection on hyperspectral images in wireless network using CNN and saliency optimization	15
Joint resource allocation for cognitive OFDM-NOMA systems with energy harvesting in green IoT	15
On-demand vehicle-assisted charging in wireless rechargeable sensor networks	15
Q-learning-Based Opportunistic Routing with an on-site architecture in UASNs	15
Combined sensor selection and node location optimization for reducing the localization uncertainties in wireless sensor networks	15
Survey and taxonomy of information-centric vehicular networking security attacks	15
A cost-efficient elastic UAV relay network construction method with guaranteed QoS	15
Defense against primary user emulation attackers based on adaptive Bayesian learning automata in cognitive radio networks	15
Enhanced OLSR routing for airborne networks with multi-beam directional antennas	15
A novel self-adaptive multi-strategy artificial bee colony algorithm for coverage optimization in wireless sensor networks	15
Deep Q-network based fog node offloading strategy for 5 G vehicular Adhoc Network	15
Relay selection in millimeter wave D2D communications through obstacle learning	14
Machine learning for 5G security: Architecture, recent advances, and challenges	14
Throughput-aware path planning for UAVs in D2D 5G networks	14
On the privacy and security for e-health services in the metaverse: An overview	14
PWEND: Proactive wakeup based energy-efficient neighbor discovery for mobile sensor networks	14
EBEESU: ElectriBio-inspired Energy-Efficient Self-organization model for Unmanned Aerial Ad-hoc Network	14
Outperforming RPL with scalable routing based on meaningful MAC addressing	13
Blockchain-based vehicular ad-hoc networks: A comprehensive survey	13
Analysis of compressive sensing and energy harvesting for wireless multimedia sensor networks	13
Artificial intelligence-aided privacy preserving trustworthy computation and communication in 5G-based IoT networks	13
A cooperative crowdsensing system based on flying and ground vehicles to control respiratory viral disease outbreaks	13
Cooperative multipath routing with path bridging in wireless sensor network toward IoTs service	13
A residual network framework based on weighted feature channels for multispectral image compression	13
RGSO-UAV: Reverse Glowworm Swarm Optimization inspired UAV path-planning in a 3D dynamic environment	13
A blockchain-based reputation system for trusted VANET nodes	13
An adaptive backoff and dynamic clear channel assessment mechanisms in IEEE 802.15.4 MAC for wireless body area networks	13
Adaptive clustering routing protocol for underwater sensor networks	13
Joint traffic-aware UAV placement and predictive routing for aerial networks	12
Differentially Private Double Auction with Reliability-Aware in Mobile Crowd Sensing	12
Design of and research on industrial measuring devices based on Internet of Things technology	12
A dynamic task offloading algorithm based on greedy matching in vehicle network	12
Geometric least square curve fitting method for localization of wireless sensor network	12
Provably secured lightweight authenticated key agreement protocol for modern health industry	12
FogJam: A Fog Service for Detecting Traffic Congestion in a Continuous Data Stream VANET	12
FLAT: Federated lightweight authentication for the Internet of Things	12

Modularity based mobility aware community detection algorithm for broadcast storm mitigation in VANETs	11
Towards a robust FANET: Distributed node importance estimation-based connectivity maintenance for UAV swarms	11
TGRV: A trust-based geographic routing protocol for VANETs	11
Unsupervised concept drift detection based on multi-scale slide windows	11
Effective malware detection scheme based on classified behavior graph in IIoT	11
Differential privacy protection on weighted graph in wireless networks	11
Cost optimization of UAV-MEC network calculation offloading: A multi-agent reinforcement learning method	11
An optimized message routing approach inspired by the landlord-peasants game in disruption-tolerant networks	11
A joint optimization approach for distributed collaborative beamforming in mobile wireless sensor networks	11
IRATS: A DRL-based intelligent priority and deadline-aware online resource allocation and task scheduling algorithm in a vehicular fog network	11
MSLG-RGSO: Movement score based limited grid-mobility approach using reverse Glowworm Swarm Optimization algorithm for mobile wireless sensor networks	11
LTE-V2X Mode 3 scheduling based on adaptive spatial reuse of radio resources	11
Enhanced UAV-aided vehicular delay tolerant network (VDTN) routing for urban environment using a bio-inspired approach	11
UAVs assisted Network Partition Detection and Connectivity Restoration in Wireless Sensor and Actor Networks	11
Collaborative advanced machine learning techniques in optimal energy management of hybrid AC/DC IoT-based microgrids	11
Region-of-interest based video coding strategy for rate/energy-constrained smart surveillance systems using WMSNs	11
Water quality prediction on a Sigfox-compliant IoT device: The road ahead of WaterS	11
Geographic Position based Hopless Opportunistic Routing for UAV networks	10
A novel Network Partitioning Attack against Routing Protocol in Internet of Things	10
Channel characteristics aware zero knowledge proof based authentication scheme in body area networks	10
Analysis of the interplay between RPL and the congestion control strategies for CoAP	10
VOCkit: A low-cost IoT sensing platform for volatile organic compound classification	10
High-throughput and energy-efficient data gathering in heterogeneous multi-channel wireless sensor networks using genetic algorithm	10
TRFR: A ternary relation link prediction framework on Knowledge graphs	10
Practical server-side WiFi-based indoor localization: Addressing cardinality & outlier challenges for improved occupancy estimation	10
Blockchain and federated learning-based intrusion detection approaches for edge-enabled industrial IoT networks: a survey	10
Resource allocation for UAV-aided energy harvesting-powered D2D communications: A reinforcement learning-based scheme	10
Energy balancing in mobile opportunistic networks with wireless charging: Single and multi-hop approaches	10
Distributed optimization via primal and dual decompositions for delay-constrained FANETs	10
Methods of improving Secrecy Transmission Capacity in wireless random networks	10
CAPODAZ: A containerised authorisation and policy-driven architecture using microservices	10
An enhanced nonlinear iterative localization algorithm for DV_Hop with uniform calculation criterion	10
Positioning aerial relays to maintain connectivity during drone team missions	10
Swarm intelligence inspired meta-heuristics for solving multi-constraint QoS path problem in vehicular ad hoc networks	10
Energy-efficient and balanced routing in low-power wireless sensor networks for data collection	10
Joint or decoupled optimization: Multi-UAV path planning for search and rescue	10
PCAS: Cryptanalysis and improvement of pairing-free certificateless aggregate signature scheme with conditional privacy-preserving for VANETs	10
Bluetooth low energy indoor localization for large industrial areas and limited infrastructure	10
WiRelax: Towards real-time respiratory biofeedback during meditation using WiFi	10
Evolutionary computation technique enhancing the performance of cognitive radio networks with energy harvesting	10
Reinforcement learning based effective communication strategies for energy harvested WBAN	10
A node trust evaluation method of vehicle-road-cloud collaborative system based on federated learning	9
A vertical handoff decision scheme using subjective-objective weighting and grey relational analysis in cognitive heterogeneous networks	9
Task-driven charger placement and power allocation for wireless sensor networks	9
Blockchain and trust-based clustering scheme for the IoV	9
Joint trajectory and transmission optimization for energy efficient UAV enabled eLAA network	9
Characteristics analysis and suppression strategy of energy hole in wireless sensor networks	9
Impact of drone route geometry on information collection in wireless sensor networks	9
A dynamic multi-sink routing protocol for static and mobile self-organizing wireless networks: A routing protocol for Internet of Things	9
Knapsack Cipher-based metaheuristic optimization algorithms for cryptanalysis in blockchain-enabled internet of things systems	9
THz-enabled UAV communications: Motivations, results, applications, challenges, and future considerations	9
UAV Mobility model for dynamic UAV-to-car communications in 3D environments	9
Deep reinforcement learning for the computation offloading in MIMO-based Edge Computing	9
DV-Hop-based localization algorithm using optimum anchor nodes subsets for wireless sensor network	9
Spectrum efficiency in CRNs using hybrid dynamic channel reservation and enhanced dynamic spectrum access	9
Optimal IoT-based decision-making of smart grid dispatchable generation units using blockchain technology considering high uncertainty of system	9
A reinforcement learning-based sleep scheduling algorithm for cooperative computing in event-driven wireless sensor networks	9
An energy efficient IoD static and dynamic collision avoidance approach based on gradient optimization	9
Joint hierarchical placement and configuration of edge servers in C-V2X	9
ADAPT: An Adaptive Directional Antenna Protocol for medium access control in Terahertz communication networks	9
STAG: A novel interaction-aware path prediction method based on Spatio-Temporal Attention Graphs for connected automated vehicles	9
Li-Wi: An upper layer hybrid VLC-WiFi network handover solution	9
A cluster-based cooperative computation offloading scheme for C-V2X networks	9
V-RPL: An effective routing algorithm for low power and lossy networks using multi-criteria decision-making techniques	9
Genetic algorithm for delay efficient computation offloading in dispersed computing	9
HFLFO: Hybrid fuzzy levy flight optimization for improving QoS in wireless sensor network	9
Dynamic and intelligent edge server placement based on deep reinforcement learning in mobile edge computing	9
On improving the cooperative localization performance for IoT WSNs	9
Study of the influence of human subject on the indoor channel using compact UWB directive/omni-directional antennas for wireless sensor network applications	9
Research on Crowdsourcing network indoor localization based on Co-Forest and Bayesian Compressed Sensing	9
Gated recurrent unit-based parallel network traffic anomaly detection using subagging ensembles	8
Adaptive multi-PHY IEEE802.15.4 TSCH in sub-GHz industrial wireless networks	8
Inspecting VANET with Various Critical Aspects – A Systematic Review	8
Distributed perception and model inference with intelligent connected vehicles in smart cities	8
A decision-making scheme for UAV maximizes coverage of emergency indoor and outdoor users	8
Multichannel spectrum access based on reinforcement learning in cognitive internet of things	8
BSCF: Learning background suppressed correlation filter tracker for wireless multimedia sensor networks	8
Healthcare: A priority-based energy harvesting scheme for managing sensor nodes in WBANs	8
Detection method to eliminate Sybil attacks in Vehicular Ad-hoc Networks	8
Benign false-data injection as a moving-target defense to secure mobile wireless communications	8
MetaLearn: Optimizing routing heuristics with a hybrid meta-learning approach in vehicular ad-hoc networks	8
Partner selection in self-organised wireless sensor networks for opportunistic energy negotiation: A multi-armed bandit based approach	8
OCRNN: An orthogonal constrained recurrent neural network for sleep analysis based on EEG data	8
A novel dynamic confidence interval based secure channel prediction approach for stream-based multichannel wireless sensor networks	8
Efficient provably-secure privacy-preserving signature-based key establishment protocol	8
Robust and auditable distributed data storage with scalability in edge computing	8
Survey on positioning information assisted mmWave beamforming training	8
A comprehensive survey on authentication and secure key management in internet of things: Challenges, countermeasures, and future directions	8
Joint service placement and request routing in mobile edge computing	8
A multi-hop routing protocol based on link state prediction for intra-body Wireless Nanosensor Networks	8
On energy efficient secure routing in multi-hop underlay D2D communications for IoT applications	8
GCS: Collaborative video cache management strategy in multi-access edge computing	8
Novel metaheuristic routing algorithm with optimized energy and enhanced coverage for WSNs	8
Hybrid RNN-LSTM deep learning model applied to a fuzzy based wind turbine data uncertainty quantization method	8
SmartLight: A smart efficient traffic light scheduling algorithm for green road intersections	7