Analysis of Energy Harvesting Techniques for Sustainable IoT Sensor Networks in Smart Cities

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1. Introduction 2. Overview of IoT Sensor Networks 2.1 Definition and Importance 2.2 Current Applications in Smart Cities 2.3 Challenges and Opportunities 3. Energy Needs of IoT Networks 3.1 Power Consumption Patterns 3.2 Energy Constraints in IoT Devices 3.3 Impacts on Sensor Network Performance 4. Energy Harvesting Techniques 4.1 Solar Energy Harvesting 4.2 Kinetic Energy Collection 4.3 Thermal and Ambient Sources 4.4 Radio Frequency (RF) Energy 5. Comparative Analysis of Techniques 5.1 Efficiency and Scalability 5.2 Cost-effectiveness 5.3 Integration Challenges 6. Sustainable Deployment in Smart Cities 6.1 Infrastructure and Environmental Considerations 6.2 Policy and Regulatory Frameworks 6.3 Case Studies in Urban Areas 7. Future Trends and Innovations 7.1 Emerging Technologies 7.2 Potential Improvements in Harvesting 7.3 Role of Artificial Intelligence 8. Conclusion and Recommendations 8.1 Summary of Key Findings 8.2 Strategic Recommendations for Stakeholders 8.3 Final Thoughts on Sustainable IoT Networks

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