The experimental study at Wuhan Institute of Physics and Mathematics (WIPM), Chinese Academy of Scienses (CAS) on the precision spetroscopy based on single trapped Ca~+ ion is described in this paper. A single Ca~+ ion is trapped in a miniature Paul trap and laser cooled to Lamb-Dicke regime, and the ion can be trapped more than 2 months. The linewidth of the 729 nm laser for probing the Ca~+ 4s~2S_(1/2)-3d~2D_(5/2) clock transition is reduced to lessthan 1 Hz by locked to a super cavity, and the 729 nm laser can be locked more than 1 month continuously. Two similar Ca~+ ion optical frequency standards are set up for frequency comparison. The systematic uncertainty is evaluated to be <6*10~(-17) for both ftrquency standards. The frequency difference of two frequency standards is measured to be 3.0 (5.5)* 10~(-17) within 42 d. The Allan deviation for a single clock is measured to be 1*10~(-14)tau~(-1/2) with a 3-d-continuous comparison, the stability for a reaches 7*10~(-17) at an averaging time of 20000 s. Meanwhile, the absolute frequency of the Ca~+ 4s~2S_(1/2)-3d~2D_(5/2) clock transition is measured to be 411042129776401.7(1.1) Hz with respect to the SI second through the Global Positioning System (GPSx). The precision spectroscopy experiments are carried out based on the single Ca~+ ion system. The magic wavelengths for the Ca~+ optical frequency standardare measured to be lambda_(|mj|=1/2)=395.7992(7) nm and lambda_(|mj|=3/2)=395.7990(7) nm, which agrees with theoretical calculation made by Tang et al. The lifetime of the 3d~2D_(5/2) is measured to be 1174(10) ms, which is agree with the experimental measurement made by University of Oxford and University of Innsbruck and the recent theoretical calculation made by Sahoo.