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Janaki Parekh
Institution:
Communications Research Centre Canada
Observed institutions:
Communications Research Centre Canada,
Carleton University
ORCID:
0000-0003-4982-4644
Observed ORCID:
0000-0003-4982-4644
OpenAlex ID:
A5030165559
Deep Learning based Localization of LTE eNodeBs from Large Crowdsourced Smartphone Datasets
2021
·
Amir Ghasemi
, Janaki Parekh
·
IEEE Vehicular Technology Conference
·
10
Modeling Local Demand for Mobile Spectrum: An Interpretable Machine Learning Approach
2025
·
Janaki Parekh
, Elizabeth Yackoboski
, et al.
·
IEEE Open Journal of the Communications Society
·
6
DeepAir: Enabling Data-Driven Dynamic Spectrum Sharing via Scalable Forecasting
2022
·
Amir Ghasemi
, Janaki Parekh
·
IEEE Transactions on Cognitive Communications and Networking
·
6
Enabling Universal Connectivity via Data-Driven Policymaking: A North American Case Study
2021
·
Janaki Parekh
, Chaitanya Parekh
, et al.
·
IEEE Communications Magazine
·
6
Data-Driven Modelling of Mobile Network Demand for Efficient Spectrum Management
2023
·
Janaki Parekh
, Amir Ghasemi
, et al.
·
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
·
4
DeepSpectrum: A Localized Demand Estimation Model for Mobile Spectrum using Deep Learning
2024
·
Janaki Parekh
, Amir Ghasemi
, et al.
·
IEEE Vehicular Technology Conference
·
3
Geospatial Analysis of Future Spectrum Requirements for 5G FWA Systems
2023
·
Colin Brown
, Janaki Parekh
, et al.
·
IEEE Future Networks World Forum (FNWF)
·
3
DeepAir: Predicting Radio Spectrum Usage at Scale with Deep Temporal Convolutional Networks
2021
·
Amir Ghasemi
, Janaki Parekh
·
IEEE International Conference on Communications workshops
·
3
Towards Efficient Spectrum Management: A Data-driven Assessment Framework for Local Licensing
2024
·
Kareem Baddour
, Mohamad Alkadamani
, et al.
·
IEEE International Symposium on Dynamic Spectrum Access Networks
·
2
Modeling Local Demand for Mobile Spectrum using Large Crowdsourced Datasets
2023
·
Janaki Parekh
, Elizabeth Yackoboski
, et al.
·
IEEE Future Networks World Forum (FNWF)
·
2
Spectrum efficiency through data: A methodology for evaluating local licensing strategies
2025
·
Mohamad Alkadamani
, Colin Brown
, et al.
·
Computer Networks
·
1
Informing Wireless Spectrum Policy-Making via Crowdsourced Data-Driven Insights: A Case Study
2024
·
Amir Ghasemi
, Janaki Parekh
·
IEEE International Symposium on Dynamic Spectrum Access Networks
·
1
Toward Data-Driven Spectrum Management: Machine Learning Techniques for Localized Spectrum Demand Estimation
2025
·
Janaki Parekh
·
Carleton University's Institutional Repository (MacOdrum Library, Carleton University)
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Works count:
13
Citation count:
47
H-index:
4
I10-index:
1
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