Dual ATR Channel Trend Following Strategy

Overview

The Dual ATR Channel trend following strategy is a trend tracking strategy that combines moving averages, ATR channels and multiple technical indicators to follow the trend after it has been established.

How It Works

The strategy uses the Kijun line as the main moving average indicator to determine the trend direction. It also incorporates ATR channels to limit the price activity range - not going long when price is near the upper band and not going short when price is near the lower band to avoid chasing new highs and selling lows.

When the Kijun line has an upward crossover, a buy signal is generated. When a downward crossover happens, a sell signal is triggered. To filter out false signals, the strategy also employs multiple technical indicators for confirmation, including Aroon, RSI, MACD and PSAR. A buy or sell signal is only triggered when all the confirmation conditions are met.

Once in a trade, the strategy uses stop loss and take profit to manage positions. The stop loss is set at 0.5 ATR and take profit at 0.5%. When the price crosses the Kijun line in the opposite direction again, the position will be closed immediately.

Advantages

Using Kijun line to determine trend avoids being whipsawed by range-bound markets
ATR channels limit price activity for better risk control
Multiple confirmations greatly reduce false signals
Incorporating stop loss and take profit locks in profits while managing risks

Risks

Delayed signals from multiple confirmations, possibly missing early trend moves
Small stop loss may get stopped out frequently
Poor Kijun and ATR parameters may generate many wrong signals
Reliance on parameter optimization and curve fitting, may not work well in live trading

Improvement Opportunities

Test more advanced trend indicators like Ichimoku clouds
Optimize stop loss and take profit points for better risk reward ratio
Find optimal parameters for different markets
Add dynamic adjustment of parameters based on live market conditions
Test different combinations of confirmation indicators
Continuously optimize to ensure robustness of strategy

Conclusion

The dual ATR channel trend following strategy combines moving averages, ATR channels and multiple technical indicators to trade in the direction of the trend once established. Compared to single indicator strategies, it can greatly improve signal quality and win rate. The stop loss and take profit mechanisms also control risk. Through parameter optimization and combinatorial testing, this strategy has the potential to achieve steady profits. But its reliance on historical data is a concern and live performance requires further verification. Continuous optimization is key to ensuring robustness.

Source

Pine

/*backtest
start: 2023-10-24 00:00:00
end: 2023-10-27 00:00:00
period: 15m
basePeriod: 5m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4
// strategy(title="NoNonsense Forex", overlay=true, default_qty_value=100000, initial_capital=100)

//////////////////////

Strategy parameters

Baseline Type

Kijun

Baseline Type

Baseline Length

Baseline Length Fast

* Least Squares (LSMA) Only - Offset Value

* Arnaud Legoux (ALMA) Only - Offset Value

* Arnaud Legoux (ALMA) Only - Sigma Value

ATR Length

donttradeoutside_atrcave

Length Aroon