Adaptive VWAP-Balance Momentum Trader

Family: hybrid · Regime: mixed · Complexity: medium · Asset classes: Forex, Equities, Indices · Timeframes: M15, H1

Thesis

Market participants use specific time blocks (e.g., the first hour of a session) to establish value. Price frequently mean-reverts to the VWAP within these blocks unless a significant momentum shift occurs. By using adaptive cycle oscillators (SAM) to filter out noise, we can identify when a departure from VWAP balance is a genuine shift in value rather than a transient spike.

Components

• TimeBlocks (Multifunctional Period Separator) (regime) — Defines the trading regime by requiring price to be in a 'VWAP Balance' state (reversion potential) or breaking range extensions (trend potential).
• Momentum (direction) — Provides the primary directional bias via zero-line crossover to ensure the trade aligns with immediate price velocity.
• MACD Classic (entry) — Acts as the execution trigger when the Histogram crosses the signal line, ensuring momentum is accelerating in the desired direction.
• Bollinger Bands (Standard) (exit) — Used for mean-reversion or volatility-exhaustion exits; targets the opposite band or SMA for profit taking.
• iExposure (risk) — Monitors net exposure to prevent over-leveraging and manages position-specific risk metrics.
• Smoothed Adaptive Momentum (confirmation) — Filters out noise by confirming the entry with cycle-aware momentum; prevents entries during cycle exhaustion.

Known failure conditions

• Consecutive periods where VWAP Balance remains near zero while volatility (ATR) spikes, indicating a trendless 'sawtooth' market.
• The Smoothed Adaptive Momentum (SAM) fails to stabilize its dominant cycle estimate for more than 100 bars.

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