VAHID POURAHMADI - Amirkabir University of Technology

Supervised PhD Theses

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Thesis title

By

Date

1

Wireless Sensing Using Channel State Information via Machine Learning Approach

MOHAMMAD HADI KEFAYATI & HASSAN AGHAEINIA

2022 Jun

Supervised MSc Theses

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Thesis title

By

Date

1

Improving communication link performance using flexible neural networks

SEYEDALI EBADI

2024 Jul

2

improving scheduling efficiency in a network with non-competing nodes

AREZOU NIKKHU ALILEH & Hamzeh Beiranvand

2024 Jun

3

Investigating the performance of visible light communication in multi-vehicle and street-lighting infrastructure communications

YUSEF MODAMI SARDRUDI & Hamzeh Beiranvand

2024 Feb

4

Performance improvement of federated learning algorithm implemented over wireless networks

SEYED MOBIN MADANI DEHKHARGHANI

2023 May

5

Reconstruction of missing data of environmental sensors with Graph Neural Networks

AMIR ESKANDARI KHORDEBOLAGH

2023 Mar

6

Expert Guided Neural Network Training

MELANIE AMIRKHANIAN

2022 Jun

7

Novelty Detection in Neural Networks

HADI KHORSAND

2022 Jun

8

Crowdsensing data prioritization using machine learning methods

ERFAN MIRHOSSEINI

2022 Mar

9

Application of Machine Learning Techniques in Wireless Networks with Distributed Data

MOHAMMAD REZA REZAEIPANAH & HAMID SHEIKHZADEH NADJAR

2021 Oct

10

Network Traffic Classification Using Machine Learning Techniques

MARYAM MOHEBBI ASHTIANI

2021 Oct

11

Application of Reinforcement learning techniques in a wireless network with few sample data

ALI HASANZADEH KARKAN

2021 Sep

12

machine learning-based modulationdesign in time-varying wireless networks

MOHAMMAD SADEQ SAFARI MOHAMMADABADI

2021 Sep

13

Articulatory synthesis of speech with machine learning

FARZANEH ABDOLI ZAFARGHANDI & HAMID SHEIKHZADEH NADJAR

2021 Feb

14

Ensuring QoS of users in cellular networks using reinforcement learning

HESAM KHOSHKBARI & HAMID SHEIKHZADEH NADJAR

2021 Jan

15

Beamforming based security for energy harvesting wireless networks

MAHDI NASERI

2020 Jun

16

Image based activaty recognition

RAZIEH ABDOLAHI

2020 Mar

17

Learning based Estimation and Detection in OFDM Systems

MEHRAN SOLTANI

2020 Feb

18

Non orthogonal multiple access (NOMA) techniques for machine type communication(MTC) in 5G networks

NAZANIN MOOSAVI SARDARI

2017 Oct

Journal Papers

1

JAMSHIDIHA SAEED ، POURAHMADI VAHID ، MOHAMMADI ABBAS, "A Traffic-Aware Graph Neural Network for User Association in Cellular Networks", Ieee Transactions On Mobile Computing, 2025 Feb vol. 2025, no. 2, pp.1-12, 2025.

2

EZZATI KHATAB ZAHRA ، MOHAMMADI ABBAS ، POURAHMADI VAHID ، Ali Kuhestani, "A machine learning-based physical layer authentication with phase impairments", Physical Communication, 2024 Nov vol. 2024, no. 68, pp.1-13, 2024.

3

JAMSHIDIHA SAEED ، POURAHMADI VAHID ، MOHAMMADI ABBAS ، Mehdi Bennis, "Power allocation using spatio-temporal graph neural networks and reinforcement learning", Wireless Networks, 2024 Jun vol. 2024, no. 0, pp.1-15, 2024.

4

EZZATI KHATAB ZAHRA ، MOHAMMADI ABBAS ، POURAHMADI VAHID ، Ali Kuhestani, "A machine learning multi-hop physical layer authentication with hardware impairments", Wireless Networks, 2023 Dec vol. 2023, no. 12, pp.1-14, 2023.

5

KEFAYATI MOHAMMAD HADI ، POURAHMADI VAHID ، AGHAEINIA HASSAN, "Multi-view WiFi imaging", Signal Processing, 2022 Apr vol. 1, no. 1, pp.1-1, 2022.

6

RANGRIZ ROSTAMI EMAD ، POURAHMADI VAHID, "Language mapping functions: Improving softmax estimation and word embedding quality", Concurrency and Computation-Practice and Experience, 2021 Dec vol. 33, no. 24, pp.1-10, 2021.

7

JAMSHIDIHA SAEED ، POURAHMADI VAHID ، MOHAMMADI ABBAS ، Mehdi Bennis, "Link Activation Using Variational Graph Autoencoders", Ieee Communications Letters, 2021 May vol. 25, no. 7, pp.2358-2361, 2021.

8

BARQI JANIAR SIAVASH ، POURAHMADI VAHID, "Deep Reinforcement learning for fair distributed dynamic spectrum access in priority buffered heterogeneous wireless networks", Iet Communications, 2021 Apr vol. 15, no. 5, pp.674-682, 2021.

9

Hamid Fathi ، RANGRIZ ROSTAMI EMAD ، POURAHMADI VAHID, "Two Novel Algorithms for Low-Rank Matrix Completion Problem", Ieee Signal Processing Letters, 2021 Apr vol. 28, no. 1, pp.892-896, 2021.

10

JADIDI MOHAMMAD MOHSEN ، JAMSHIDIHA SAEED ، MASROORI IMAN ، MOSLEMI PEGAH ، MOHAMMADI ABBAS ، POURAHMADI VAHID, "A two-step vaccination technique to limit COVID-19 spread using mobile data", Sustainable Cities and Society, 2021 Mar vol. 2021, no. 3, pp.1-9, 2021.

11

JAMSHIDIHA SAEED ، JADIDI MOHAMMAD MOHSEN ، MASROORI IMAN ، MOSLEMI PEGAH ، MOHAMMADI ABBAS ، POURAHMADI VAHID, "Graph Embedding-based Smart Vaccination Using Mobile Data", Aut Journal of Modeling and Simulation, 2020 Dec vol. 53, no. 1, pp.1-12, 2020.

12

JAMSHIDIHA SAEED ، POURAHMADI VAHID ، MOHAMMADI ABBAS ، Mehdi Bennis, "Link-Level Throughput Maximization Using Deep Reinforcement Learning", Ieee Networking Letters, 2020 Sep vol. 2, no. 3, pp.101-105, 2020.

13

SOLTANI MEHRAN ، POURAHMADI VAHID ، SHEIKHZADEH NADJAR HAMID, "Pilot Pattern Design for Deep Learning-Based Channel Estimation in OFDM Systems", Ieee Wireless Communications Letters, 2020 Aug vol. 9, no. 12, pp.2173-2176, 2020.

14

KEFAYATI MOHAMMAD HADI ، POURAHMADI VAHID ، AGHAEINIA HASSAN, "Wi2Vi: Generating Video Frames From WiFi CSI Samples", Ieee Sensors Journal, 2020 May vol. 0, no. 0, , 2020.

15

KHOSHKBARI HESAM ، POURAHMADI VAHID ، SHEIKHZADEH NADJAR HAMID, "Bayesian Reinforcement Learning for Link-Level Throughput Maximization", Ieee Communications Letters, 2020 Apr vol. 0, no. 0, , 2020.

16

SAFARI MOHAMMADABADI MOHAMMAD SADEQ ، POURAHMADI VAHID ، Shabnam Sodagari, "Deep UL2DL: Data-Driven Channel Knowledge Transfer From Uplink to Downlink", Ieee Open Journal of Vehicular Technology, 2020 Jan vol. 1, no. 1, pp.29-43, 2020.

17

MIRZAEI ABBASABAD ALI ، POURAHMADI VAHID ، SOLTANI MEHRAN ، SHEIKHZADEH NADJAR HAMID, "Deep Feature Selection using a Teacher-Student Network", Neurocomputing, 2019 Dec vol. 383, no. 1, pp.396-408, 2019.

18

RAVANSALAR NASRIN ، POURAHMADI VAHID, "Distance-Aware Beamforming for Multiuser Secure Communication Systems", Amirkabir International Journal of Electrical and Electronics Engineering, 2019 Nov vol. 0, no. 0, pp.1-18, 2019.

19

YAZDANI ABYANEH AMIR HOSSEIN ، POURAHMADI VAHID ، HOSSEIN GHARARI FOOMANI ALI, "CSI-based authentication: Extracting stable features using deep neural networks", Transactions On Emerging Telecommunications Technologies, 2019 Oct vol. 31, no. 2, pp.1-12, 2019.

20

MOOSAVI SARDARI NAZANIN ، POURAHMADI VAHID, "Opportunistic multiple access (OMA) for crowdsensing networks with sparse activation", Transactions On Emerging Telecommunications Technologies, 2019 Apr vol. 30, no. 4, pp.1-16, 2019.

21

SOLTANI MEHRAN ، POURAHMADI VAHID ، MIRZAEI ABBASABAD ALI ، SHEIKHZADEH NADJAR HAMID, "Deep Learning-Based Channel Estimation", Ieee Communications Letters, 2019 Feb vol. 23, no. 4, pp.652-655, 2019.

22

FALLAH MARYAM ، POURAHMADI VAHID, "Graph-based iterative measurement-denoising and radio-map generation for semi-supervised indoor localisation", Iet Communications, 2018 Apr vol. 12, no. 7, pp.848-853, 2018.

23

POURAHMADI VAHID ، Shahrokh Valaee, "Indoor Positioning and Pre-processing of RSS Measurements", Amirkabir International Journal of Electrical and Electronics Engineering, 2014 Jul vol. 46, no. 1, pp.59-66, 2014.

Conference Papers

1

JADIDI MOHAMMAD MOHSEN ، MOSLEMI PEGAH ، JAMSHIDIHA SAEED ، MASROORI IMAN ، MOHAMMADI ABBAS ، POURAHMADI VAHID, "Targeted vaccination for COVID-19 using mobile communication networks,", 2020 11th International (Virtual) Conference on Information and Knowledge Technology (IKT), Dec 2020.

2

KHOSHKBARI HESAM ، POURAHMADI VAHID ، SHEIKHZADEH NADJAR HAMID, "Power Allocation in Cellular Network Without Global CSI: Bayesian Reinforcement Learning Approach,", 28th Iranian Conference on Electrical Engineering (ICEE 2020), Aug 2020.

3

KEFAYATI MOHAMMAD HADI ، POURAHMADI VAHID ، AGHAEINIA HASSAN, "Iterative Hybrid beamforming for Rate Maximization in mmWave Systems with Discrete Phase Shifters,", 2020 28th Iranian Conference on Electrical Engineering (ICEE), Aug 2020.

4

SOLTANPOUR MOHSEN ، FAEZ KARIM ، SHARIFIAN KHORTOOMI SAEED ، POURAHMADI VAHID, "Enhance Evoked Potentials Detection Using RBF Neural Networks: Application to Brain-Computer Interface,", 2nd International Conference on Signal Processing and Intelligent System, Dec 2016.

5

SHAMMAKHI MOHAMMAD HASAN ، MIRZAEI ABBASABAD ALI ، KHAVARI PARVIZ ، POURAHMADI VAHID, "Combined mRMR-MLPSVM Scheme for High Accuracy and Low Cost Handwritten Digits Recognition,", 9th Iranian Conference on Machine Vision and Image Processing, Nov 2015.

Taught Courses

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Course title

Description

Headlines

Date

1

Probability & Statistics

4001

2

Statistical Learning Theory

4001

3

Convex Optimization

3992

4

Telecommunication Networks

3992

5

Statistical Learning Theory

3991

6

Probability & Statistics

3991

7

Convex Optimization

3982

8

Probability & Statistics

3982