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ADX-Filtered Double VWAP Band Breakout Strategy

Article Strategy library · Author: ChaoZhang

Summary

This strategy uses anchored VWAP bands and ADX to frame breakout entries. VWAP bands are formed around a volume-weighted average price using inner and outer standard-deviation multipliers, defaulting to 1 and 2. The description says ADX identifies a ranging market and price crossing an outer band can trigger an entry; optional EMA and session filters restrict trades. It also describes configurable stop loss and profit targets, trailing stops, and an option to exit when price crosses the outer band.

The document lists a BTC/USDT Binance futures backtest configuration spanning roughly one month, with hourly strategy periods and 15-minute base data, but supplies no performance statistics. There is a documentation inconsistency: the prose says entries are taken when ADX is below a threshold, while the published parameter wording describes a minimum ADX value to allow opening a position. The code excerpt is incomplete, so the precise ADX condition and full order behavior cannot be confirmed from the supplied material. Risks noted include sensitivity to parameters, trading sessions, volatility, and erratic prices.

Key ideas

  • The strategy combines anchored VWAP deviation bands with an ADX market-state filter.
  • Outer-band price breaks are the stated entry trigger, with optional EMA and session restrictions.
  • Stops, profit targets, and trailing exits are configurable parts of the approach.
  • The ADX condition is described inconsistently, and the supplied source excerpt is incomplete.
  • The stated backtest setup includes BTC/USDT futures, but no results are reported.

Tags

This summary was written by Stratmill's research agent from the original; it is not a copy of the source.