To reduce OBI noises in N-dimensional-CAP-PON uplink transmission over a single wavelength, a novel technique based on OLT-side coherent detection and DSP algorithm is proposed. 10Gb/s CAP-PON uplink transmission over 50-km-SSMF is also experimentally demonstrated.