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2019

A heuristic intrusion detection system for Internet-of-Things (IoT)

Qureshi, A-U-H., Larijani, H., Ahmad, J. & Mtetwa, N., 23 Jun 2019, Intelligent Computing - Proceedings of the Computing Conference CompCom 2019: Intelligent Computing. Springer, p. 86-98 13 p. (Advances in Intelligent Systems and Computing book series; vol. 997).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intrusion detection
Neural networks
Computer networks
Learning algorithms
Neurons
16 Downloads (Pure)

An adaptive neuro-fuzzy propagation model for LoRaWAN

Hosseinzadeh, S., Larijani, H., Curtis, K. & Wixted, A., 18 Mar 2019, In : Applied System Innovation . 2, 1, 11 p.

Research output: Contribution to journalArticle

Open Access
File
Fuzzy inference
Neural networks
Planning
18 Downloads (Pure)

A novel random neural network based approach for intrusion detection systems

Qureshi, A-U-H., Larijani, H., Ahmad, J. & Mtetwa, N., 28 Mar 2019, 2018 10th Computer Science and Electronic Engineering (CEEC). IEEE, p. 50-55 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Intrusion detection
Neural networks
Computer privacy
Security of data
Neurons

A novel real-time, lightweight chaotic-encryption scheme for next-generation audio-visual hearing aids

Adeel, A., Ahmad, J., Larijani, H. & Hussain, A., 13 Nov 2019, In : Cognitive Computation. 13 p.

Research output: Contribution to journalArticle

Hearing aids
Cryptography
Speech enhancement
Computational complexity
Acoustics
35 Downloads (Pure)

Application of a Scaled MNIST Dataset Blended with Natural Scene Background on ResNet

Marinov, A., Mtetwa, N. & Larijani, H., 30 Mar 2019, ICBDE'19: Proceedings of the 2019 International Conference on Big Data and Education. p. 77-81 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Computer vision
Neural networks
Industry
Deep learning

A survey on the role of wireless sensor networks and IoT in disaster management

Adeel, A., Gogate, M., Farooq, S., Ieracitano, C., Dashtipour, K., Larijani, H. & Hussain, A., 2019, Geological Disaster Monitoring Based on Sensor Networks . Durrani, T. S., Wang, W. & Forbes, S. (eds.). 1 ed. Singapore: Springer, p. 57-66 10 p. (Springer Natural Hazards ).

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

disaster management
disaster
sensor
communication
extreme event
3 Downloads (Pure)

Comparative performance analysis of empirical propagation models for LoRaWAN 868 MHz in an urban scenaro

Harinda, E., Hosseinzadeh, S., Larijani, H. & Gibson, R. M., 22 Jul 2019, 2019 IEEE 5th World Forum on Internet of Things (WF-IoT). IEEE, p. 154-159 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Wide area networks
Planning
Radio transmission
Telecommunication networks
Communication
Open Access
File
Random Networks
Neural Networks
Neural networks
Network Architecture
Network architecture
20 Downloads (Pure)

RNN-ABC: a new swarm optimization based technique for anomaly detection

Qureshi, A-U-H., Larijani, H., Mtetwa, N., Javed, A. & Ahmad, J., 14 Aug 2019, In : Computers. 8, 3, 16 p., 59.

Research output: Contribution to journalArticle

Open Access
File
Intrusion detection
Neural networks
Network security
Internet
Data storage equipment
11 Downloads (Pure)

Trace-driven simulation for LoRaWan868 MHz propagation in an urban scenario

Harinda, E., Larijani, H. & Gibson, R. M., 24 Oct 2019, 2019 UK/ China Emerging Technologies (UCET). IEEE, 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Wide area networks
Global positioning system
Internet of things
13 Downloads (Pure)

WiFreeze: multiresolution scalograms for freezing of gait detection in Parkinson’s leveraging 5G spectrum with deep learning

Tahir, A., Ahmad, J., Aziz Shah, S., Morison, G., Skelton, D. A., Larijani, H., Abbasi, Q. H., Imran, M. A. & Gibson, R. M., 1 Dec 2019, In : Electronics. 8, 12, 18 p., 1433.

Research output: Contribution to journalArticle

Open Access
File
Freezing
Channel state information
Neural networks
Network architecture
Deep learning
2018
19 Downloads (Pure)

An intelligent real-time occupancy monitoring system with enhanced encryption and privacy

Ahmad, J., Larijani, H., |Emmanuel, R., Mannion, M., Javed, A. & Ahmadinia, A., 8 Oct 2018, 2018 IEEE 17th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC). IEEE, p. 524-529 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Cryptography
Monitoring
Pixels
Intelligent buildings
Kalman filters
43 Downloads (Pure)

Improving energy consumption of commercial building with IoT and machine learning

Javed, A., Larijani, H. & Wixted, A., 25 Oct 2018, In : IT Professional. 20, 5, p. 30-38 9 p.

Research output: Contribution to journalArticle

Open Access
File
Learning systems
Energy utilization
Controllers
Communication
Power transmission
22 Downloads (Pure)

Occupancy detection in non-residential buildings – a survey and novel privacy preserved occupancy monitoring solution

Ahmad, J., Larijani, H., Emmanuel, R., Mannion, M. & Javed, A., 7 Dec 2018, In : Applied Computing and Informatics.

Research output: Contribution to journalArticle

Open Access
File
Energy utilization
Monitoring
Gas emissions
Air quality
Greenhouse gases
9 Downloads (Pure)

Statistical analysis driven optimized deep learning system for intrusion detection

Ieracitano, C., Adeel, A., Gogate, M., Dashtipour, K., Carlo Morabito, F., Larijani, H., Raza, A. & Hussain, A., 6 Oct 2018, Advances in Brain Inspired Cognitive Systems. BICS 2018. Ren, J., Hussain, A., Zheng, J., Liu, C-L., Luo, B., Zhao, H. & Zhao, X. (eds.). Switzerland: Springer, Vol. 10989. p. 759-769 11 p. (Lecture Notes in Computer Science; vol. 10989).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Intrusion detection
Learning systems
Statistical methods
Data visualization
Intelligent systems
2017

An enhanced modified multi wall propagation model

Hosseinzadeh, S., Larijani, H. & Curtis, K., 24 Aug 2017, Global Internet of Things Summit (GIoTS), 2017 . IEEE, p. 1 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Blueprints
Radio transmission
Image processing
Polarization
90 Downloads (Pure)

A neural network propagation model for LoRaWAN and critical analysis with real-world measurements

Hosseinzadeh, S., Almoathen, M., Larijani, H. & Curtis, K., 14 Dec 2017, In : Big Data and Cognitive Computing. 1, 1, 10 p.

Research output: Contribution to journalArticle

Open Access
File
Neural networks
Benchmarking
Planning
Internet of things
306 Downloads (Pure)
Open Access
File
Sensor nodes
Air conditioning
Ventilation
Neural networks
Heating

Empirical propagation performance evaluation of LoRa for indoor environment

Hosseinzadeh, S., Larijani, H., Curtis, K., Wixted, A. & Amini, A., 13 Nov 2017, IEEE 15th International Conference on Industrial Informatics (INDIN). IEEE, p. 26-31

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intelligent buildings
Ray tracing
Transceivers
Modulation
Bandwidth
34 Downloads (Pure)

Energy demand prediction through novel random neural network predictor for large non-domestic buildings

Ahmad, J., Larijani, H., Emmanuel, R., Mannion, M., Javed, A. & Phillipson, M., 29 May 2017, 2017 Annual IEEE International Systems Conference (SysCon). Montreal, QC, Canada: IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Neural networks
Virtual reality
Heating
Mean square error
Atmospheric humidity

Evaluation of LoRa and LoRaWAN for wireless sensor networks

Wixted, A., Kinnaird, P., Larijani, H., Tait, A., Ahmadinia, A. & Strachan, N., 9 Jan 2017, IEEE SENSORS, 2016 . IEEE, p. 1-3 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Wireless sensor networks
Wide area networks
Gateways (computer networks)
Remote sensing
Network protocols
74 Downloads (Pure)

Random neural network based cognitive engines for adaptive modulation and coding in LTE downlink systems

Adeel, A., Larijani, H. & Ahmadinia, A., Jan 2017, In : Computers and Electrical Engineering. 57, p. 336-350 15 p.

Research output: Contribution to journalArticle

Open Access
File
Adaptive modulation
Long Term Evolution (LTE)
Engines
Neural networks
Throughput
43 Downloads (Pure)

Random neural network learning heuristics

Javed, A., Larijani, H., Ahmadinia, A. & Emmanuel, R., Oct 2017, In : Probability in the Engineering and Informational Sciences. 31, 4, p. 436-456 21 p.

Research output: Contribution to journalArticle

Open Access
File
Random Networks
Quadratic Programming
Local Minima
Heuristics
Neural Networks

Random neural networks based cognitive controller for HVAC in non-domestic building using LoRa

Javed, A., Larijani, H., Wixted, A. & Emmanuel, R., 16 Nov 2017, I2017 IEEE 16th International Conference on Cognitive Informatics & Cognitive Computing (ICCI*CC) . IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Controllers
Communication
Power transmission
Sensor nodes
2016
331 Downloads (Pure)

Intelligent intrusion detection in low power IoTs

Saeed, A., Ahmadinia, A., Javed, A. & Larijani, H., Dec 2016, In : ACM Transactions on Internet Technology. 16, 4, 27.

Research output: Contribution to journalArticle

Open Access
File
Intrusion detection
Data storage equipment
Sensor nodes
Base stations
Storage allocation (computer)
111 Downloads (Pure)
Open Access
File
Long Term Evolution (LTE)
Genetic algorithms
Scheduling
Communication
Data transfer
104 Downloads (Pure)

Random neural network based cognitive-eNodeB deployment in LTE uplink

Adeel, A., Larijani, H. & Ahmadinia, A., 25 Feb 2016, 2015 IEEE Global Communications Conference (GLOBECOM). San Diego, CA: IEEE, p. 1-7 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
Long Term Evolution (LTE)
Neural networks
Engines
Power control
Artificial intelligence
35 Downloads (Pure)

Random neural network based intelligent intrusion detection for wireless sensor networks

Saeed, A., Ahmadinia, A., Javed, A. & Larijani, H., 2016, In : Procedia Computer Science. 80, p. 2372-2376 5 p.

Research output: Contribution to journalArticle

Open Access
File
Intrusion detection
Sensor nodes
Base stations
Wireless sensor networks
Neural networks

Random neural network based novel decision making framework for optimized and autonomous power control in LTE uplink system

Adeel, A., Larijani, H. & Ahmadinia, A., Jun 2016, In : Physical Communication. 19, p. 106–117 12 p.

Research output: Contribution to journalArticle

Long Term Evolution (LTE)
Power control
Decision making
Neural networks
Engines
591 Downloads (Pure)

Smart random neural network controller for HVAC using cloud computing technology

Javed, A., Larijani, H., Ahmadinia, A. & Gibson, D., Aug 2016, In : IEEE Transactions on Industrial Informatics. 99, 11 p.

Research output: Contribution to journalArticle

Open Access
File
Cloud computing
Sensor nodes
Air conditioning
Ventilation
Base stations
2015

Content-based video quality prediction using random neural networks for video streaming over LTE networks

Ghalut, T., Larijani, H. & Shahrabi, A., 28 Dec 2015, 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM). Liverpool: IEEE, p. 1626-1631 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Long Term Evolution (LTE)
Video streaming
Neural networks
Network layers
Cluster analysis

Experimental testing of a random neural network smart controller using a single zone test chamber

Javed, A., Larijani, H., Ahmadinia, A., Emmanuel, R., Gibson, D. & Clark, C., Nov 2015, In : IET Networks. 4, 6, p. 350 – 358 9 p.

Research output: Contribution to journalArticle

Random Networks
Neural Networks
Neural networks
Controller
Controllers

Impact of Learning Algorithms on Random Neural Network based Optimization for LTE-UL Systems

Adeel, A., Larijani, H., Javed, A. & Ahmadinia, A., 2015, In : Network Protocol and Algorithms. 7, 3, p. 157-178 22 p.

Research output: Contribution to journalArticle

Long Term Evolution (LTE)
Learning algorithms
Neural networks
Power control
Electric power utilization

Resource management and inter-cell-interference coordination in LTE uplink system using random neural network and optimization

Adeel, A., Larijani, H. & Ahmadinia, A., Oct 2015, In : IEEE Access. 3, p. 1963-1979 17 p.

Research output: Contribution to journalArticle

Engines
Neural networks
Long Term Evolution (LTE)
Frequency division multiple access
Power transmission
2014

Activity-aware clustering algorithm for wireless sensor networks

Zanjireh, M. M., Larijani, H. & Popoola, W. O., Jul 2014, Proceedings of the 9th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 14) . Manchester, UK: IEEE, p. 122-127 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering algorithms
Wireless sensor networks
Sensors
Monitoring

Analysis of novel random neural network controller for residential building temperature control

Javed, A., Larijani, H., Ahmadinia, A. & Emmanuel, R., 24 Apr 2014, ENERGY 2014 : The Fourth International Conference on Smart Grids, Green Communications and IT Energy-aware Technologies. International Academy, Research, and Industry Association, p. 63-68 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Temperature control
Neural networks
Controllers
Radiators
Learning algorithms

Analytical Modelling of ANCH Clustering Algorithm for WSNs

Zanjireh, M. M., Larijani, H., Popoola, W. & Shahrabi, A., 23 Feb 2014, ICN 2014, The Thirteenth International Conference on Networks . International Academy, Research, and Industry Association, p. 68-73 6 p. (ICN 2014, The Thirteenth International Conference on Networks ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering algorithms
Energy utilization
Wireless sensor networks
Analytical models
Energy efficiency
79 Downloads (Pure)

Cross-layer scheduling and resource allocation for heterogeneous traffic in 3G LTE

Musabe, R. & Larijani, H., Aug 2014, In : Journal of Computer Networks and Communications. 2014, 13 p., 475232.

Research output: Contribution to journalArticle

Open Access
File
Long Term Evolution (LTE)
Resource allocation
Scheduling
Internet protocols
Network protocols

Energy based analytical modelling of ANCH clustering algorithm for wireless sensor networks

Zanjireh, M. M., Larijani, H. & Popoola, W. O., 30 Dec 2014, In : International Journal on Advances in Networks and Services. 7, 3/4, p. 173 -182 10 p.

Research output: Contribution to journalArticle

Clustering algorithms
Wireless sensor networks
Analytical models
Energy utilization
Sensors

Intelligent RNN controller for domestic (residential) heating system

Javed, A., Larijani, H., Ahmadinia, A. & Emmanuel, R., 6 Mar 2014, Proceeding of iiSBE Net Zero Built Environment 2014 17th Rinker International Conference, Gainesville, FL, 6&7 March. p. 326-343 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural networks
Heating
Controllers
Radiators
Temperature

Non-intrusive method for video quality prediction over LTE using random neural networks (RNN)

Ghalut, T. M. & Larijani, H., 2014, Proceedings of the 9th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP 14). IEEE, p. 519-524 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Long Term Evolution (LTE)
Neural networks
4G mobile communication systems
Network layers
Packet loss

Performance analysis of artificial neural network-based learning schemes for cognitive radio systems in LTE-UL

Adeel, A., Larijani, H. & Ahmadinia, A., May 2014, Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops (WAINA 14). Washington, DC, USA : IEEE, p. 731-736 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radio systems
Cognitive radio
Neural networks
Engines
Artificial intelligence
2013

ANCH: A new clustering algorithm for wireless sensor networks

Zanjireh, M. M., Shahrabi-Farahani, A. & Larijani, H., Mar 2013, Proceedings of the 27th International Conference on Advanced Information Networking and Applications Workshops (WAINA), 2013 . Barcelona, Spain: IEEE, p. 450-455 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Clustering algorithms
Wireless sensor networks
Energy utilization
Sensor networks
Energy efficiency

Low complexity cross-layer scheduling and resource allocation for VoIP in 3G LTE

Musabe, R. & Larijani, H., Jun 2013, In : International Journal On Advances in Telecommunications. 6, 1-2, p. 24-33 10 p.

Research output: Contribution to journalArticle

Long Term Evolution (LTE)
Resource allocation
Scheduling
Multimedia services
Internet protocols
2012

Complexity and fairness analysis of a new scheduling scheme for VoIP in 3G LTE

Musabe, R. & Larijani, H., May 2012, 8th Advanced International Conference on Telecommunications (AICT 2012). International Academy, Research, and Industry Association, p. 34-39 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Long Term Evolution (LTE)
Scheduling
Multimedia services
Internet protocols
Internet

Evaluation of a new scheduling scheme for VoIP with mobility in 3G LTE

Musabe, R. & Larijani, H., Apr 2012, 5th International Conference on Communication Theory, Reliability, and Quality of Service (CTRQ 2012). International Academy, Research, and Industry Association, p. 7-13 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Long Term Evolution (LTE)
Scheduling
Internet protocols
Multimedia services
Networks (circuits)
2011

A new scheduling scheme for voice awareness in 3G LTE

Musabe, R., Larijani, H., Stewart, B. & Boutaleb, T., 2011, Proceedings of the International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA), 2011 . IEEE, p. 300-307 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Long Term Evolution (LTE)
Scheduling
Multimedia services
Internet protocols
Networks (circuits)

Evaluating perceived voice quality on packet networks using different random neural network architectures

Radhakrishnan, K. & Larijani, H., 1 Apr 2011, In : Performance Evaluation. 68, 4, p. 347-360 14 p.

Research output: Contribution to journalArticle

Packet networks
Random Networks
Network Architecture
Network architecture
Neural Networks

Local area networks and self-similar traffic

Larijani, H., 1 Jan 2011, Network Performance Engineering. Berlin/Heidelberg: Springer

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Local area networks
Ethernet
Computer simulation

Modeling and simulation of spider's walking

Modehi, A. R., Alitavoli, M., Darvizeh, A., Rajabi, H. & Larijani, H., 2011, In : International Journal of Design and Nature and Ecodynamics. 6, 2, p. 83–96 14 p.

Research output: Contribution to journalArticle

Spiders
walking
spider
Walking
Araneae