Randomness and changes of heart rate and respiratory frequency during high altitude mountain ascent without acclimatization

► Local cosine4 transform, DFA, and wavelet leaders methods were used to analyze heart-rate and respiratory frequency time series. ► Breathing frequency is more random than heart rate dynamics and this is more pronounced with altitude. ► Respiratory frequency and heart rate are differently altered by high mountain ascent with a hypoxia condition.