Find Research Outputs

Search concepts
Selected filters
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
30 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
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
12 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
19 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
303 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
326 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
100 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
589 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