Ichimoku Volatility-Momentum Nexus

Family: trend_following · Regime: trending · Complexity: medium · Asset classes: Equities, Forex, Crypto · Timeframes: H1, H4, D1

Thesis

Market trends are most persistent when price efficiency drops, signaled by high statistical volatility (StDev) and strong range positioning (Average Force). By entering only when short-term momentum (MACD) aligns with long-term structure (Ichimoku Cloud), we capture the most explosive phase of a trend while using dynamic volatility buffers (ATR) to filter noise.

Components

• Ichimoku Kinko Hyo (regime) — Defines the dominant regime; ensuring trades are only taken in the direction of the macro trend (above/below cloud).
• Average Force (direction) — Filters for momentum quality by ensuring price is positioned strongly relative to its recent range before entry.
• MACD (entry) — Provides the execution trigger via signal line crossovers, indicating short-term momentum acceleration.
• Donchian Channels (exit) — Acts as a trailing exit to capture trend extensions while providing a hard boundary for trend exhaustion.
• ATR SL Finder (risk) — Provides volatility-adjusted stop placements to avoid noise-induced premature exits.
• Standard Deviation (volatility_filter) — Volatility filter to avoid entering during low-liquidity periods or 'dead' markets where momentum signals are unreliable.

Known failure conditions

• Strategy enters a persistent lateral period where ATR expands but price fails to hit Donchian boundaries.
• StDev remains above the 80th percentile for extended periods while price moves against the Ichimoku regime.
• Average Force stays near zero during price moves, indicating a lack of range-based strength.

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