EMA Crossover Momentum with VWAP, RSI, and ATR-Based Exits

Summary

The strategy combines a fast and slow exponential moving average crossover with price position relative to VWAP and an RSI direction filter. A long signal occurs on an upward crossover when price is above VWAP and RSI is above its midpoint; a short signal uses the opposite conditions. Stops are placed at an ATR-based distance, and targets use a fixed risk-to-reward multiple. The document also describes indicator plots and alert conditions.

The published settings and code identify a BTC/USDT spot-market backtest configuration on hourly bars over roughly a year, but no results or performance statistics are provided. The RSI overbought and oversold inputs appear in the settings, although the entry rules use the midpoint threshold instead. The write-up cautions that crossovers can generate false signals in ranging markets, filters may delay entries, and news or trading costs can impair results. It offers possible extensions such as volatility-sensitive parameters and adaptive reward targets, without evidence that these changes improve performance.

Key ideas

• An EMA crossover supplies the directional momentum signal.
• VWAP position and RSI relative to the midpoint act as entry filters.
• The described stop distance is based on ATR, with the target set by a fixed reward multiple.
• The document gives a backtest configuration but no reported performance evidence.
• Ranging conditions, delayed signals, news, and trading costs are stated limitations.

Tags

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