This standard provides requirements and guidelines for the design, implementation, and evaluation of data assets derived from smart home systems, with a focus on multimodal data fusion. It covers the system architecture, data collection, preprocessing, fusion techniques, representation, storage, analysis, and applications of data assets in smart home environments. This standard is applicable to: - smart home systems that integrate multiple sensor modalities and data sources; - data fusion processes that combine heterogeneous data to derive insights and support decision-making; - data management and storage systems that handle diverse data types and formats; - data analysis and application scenarios, such as activity recognition, behavior analysis, and personalized services; - performance evaluation and benchmarking of data fusion methods and systems. This standard does not cover: - the design and manufacture of individual sensors or devices used in smart home systems; - the development of specific algorithms or models for data fusion tasks; - the ethical and legal aspects of data collection and use in smart home environments; - the security and privacy mechanisms for protecting sensitive data assets.
- Standard Committee
- CTS/DFESC - Digital Finance and Economy Standards Committee
- Status
- Active PAR
- PAR Approval
- 2024-09-26
Working Group Details
- Society
- IEEE Consumer Technology Society
- Standard Committee
- CTS/DFESC - Digital Finance and Economy Standards Committee
- Working Group
-
SmartHomeData - Customer Data Assetization and Commercialization in Household Appliance Working Group
- IEEE Program Manager
- Soo Kim
Contact Soo Kim - Working Group Chair
- WEIWEI ZHUANG
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
No Active Projects
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
3803-2024
IEEE Standard for Household Appliance Customer Data Assetization Requirements
This standard governs the use, management, and privacy of customer data from household appliances during data assetization.
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
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