构建可自适应共识的多智能体区块链框架,实现智能家居中居民可控的自治治理。
S5-SHB Agent: Society 5.0 enabled Multi-model Agentic Blockchain Framework for Smart Home
- 用十类专用智能体协同决策,支持安全、能源、健康等多领域自动化。
- 自适应工作量证明机制根据流量与紧急情况动态调难,保障应急块及时上链。
- 四层治理结构让居民分级控制自动化行为,区分可调舒适度与不可逾越安全阈值。
智能家居是人类中心社会——社会5.0愿景的关键应用领域。随着异构物联网协议、多样化设备及不断演化的威胁持续扩展,自主系统需兼顾居住者的舒适、安全、能源与健康。此类自主决策需依赖可信锚点,区块链因此成为透明可问责的智能家居治理基础。然而,实现该愿景要求区块链驱动的智能家居同时解决自适应共识、智能多代理协调与居民主导治理问题。现有框架仅依赖固定共识的刚性智能合约,最多使用单一AI模型且缺乏多智能体协作,亦无居民控制自动化行为的治理机制。为此,本文提出面向社会5.0的人类中心治理型智能家居区块链代理(S5-SHB-Agent)。该框架通过可替换的大语言模型调度十类专业代理,在安全、隐私、能源、舒适、健康等维度实现跨域决策。采用自适应工作量证明机制,依据交易量和紧急状况动态调整挖矿难度,结合数字签名与梅克尔树确保交易不可篡改与可审计。设计四层治理模型,使居民能通过分层偏好控制自动化行为,从日常调节到不可更改的安全阈值。评估表明,居民治理在所有测试配置下均正确分离可调舒适度与不可变安全阈值,且自适应共识成功提交紧急区块。
原文摘要 · Abstract (English)
The smart home is a key application domain within the Society 5.0 vision for a human-centered society. As smart home ecosystems expand with heterogeneous IoT protocols, diverse devices, and evolving threats, autonomous systems must manage comfort, security, energy, and safety for residents. Such autonomous decision-making requires a trust anchor, making blockchain a preferred foundation for transparent and accountable smart home governance. However, realizing this vision requires blockchain-governed smart homes to simultaneously address adaptive consensus, intelligent multi-agent coordination, and resident-controlled governance aligned with the principles of Society 5.0. Existing frameworks rely solely on rigid smart contracts with fixed consensus protocols, employ at most a single AI model without multi-agent coordination, and offer no governance mechanism for residents to control automation behaviour. To address these limitations, this paper presents the Society 5.0-driven human-centered governance-enabled smart home blockchain agent (S5-SHB-Agent). The framework orchestrates ten specialized agents using interchangeable large language models to make decisions across the safety, security, comfort, energy, privacy, and health domains. An adaptive PoW blockchain adjusts the mining difficulty based on transaction volume and emergency conditions, using digital signatures and a Merkle tree to anchor transactions and ensure tamper-evident auditability. A four-tier governance model enables residents to control automation through tiered preferences from routine adjustments to immutable safety thresholds. Evaluation confirms that resident governance correctly separates adjustable comfort priorities from immutable safety thresholds across all tested configurations, while adaptive consensus commits emergency blocks.
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