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[ \textCost(\mathcalP) = \sum_l=0^L-1 \Big[ \alpha \cdot \underbrace\frac1\textETX v_l,v l+1 \textlink reliability + \beta \cdot \underbrace\fracD v_l,v_l+1B_v_l,v_l+1 \textdelay/throughput + \gamma \cdot w(\mathbfc v_l) \Big] ] xnxwapcom

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| Category | Representative Works | Strengths | Weaknesses | |----------|----------------------|----------|------------| | | BATMAN‑adv, OLSR, HWMP (IEEE 802.11s) | Simple, well‑studied | Static metrics, limited adaptability | | Cross‑Layer Designs | C‑SMART, Cross‑Layer Adaptive Routing (CLAR) | Joint optimization | Often protocol‑specific, limited scalability | | Context‑Aware Systems | CONET, Context‑Driven Mesh (CDM) | Application‑level QoS | Heavy reliance on external context brokers | | ML‑Driven WMNs | Deep‑Q Routing, Reinforcement‑Learning MAC (RL‑MAC) | Self‑learning, dynamic | Training overhead, stability concerns |